Notice: The reproducibility variables underlying each score are classified using an automated LLM-based pipeline, validated against a manually labeled dataset. LLM-based classification introduces uncertainty and potential bias; scores should be interpreted as estimates. Full accuracy metrics and methodology are described in Coakley et alK. L. Coakley, T. Snelleman, H. Hoos, and O. E. Gundersen, "The embrace of open science: An analysis of a decade of AI research and 56 800 conference papers," Under Review, 2026..

International Conference on Machine Learning (ICML) - 2022

Documentation Rate of Empirical Papers by Reproducibility Variable

Distribution of Empirical Papers by Number of Documented Variables

Website:

Venue Year Papers
Reproducibility Score Reproducibility Score based on Gundersen et al. (2025). See Methods for details.
Documentation Score Documentation Score is the average score over the seven reproducibility variables for empirical research papers. See Methods for details.
% Empirical Percentage of papers that are empirical research vs theoretical research.
% Industry Percentage of empirical research papers with at least one author from Industry.
Website
ICML 2022 1233 0.58 3.97 92.94% 42.84%
Pseudocode
Open Source Code
Open Datasets
Dataset Splits
Hardware Specification
Software Dependencies
Experiment Setup
$p$-Laplacian Based Graph Neural Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
(Non-)Convergence Results for Predictive Coding Networks ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
3D Infomax improves GNNs for Molecular Property Prediction ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
3DLinker: An E(3) Equivariant Variational Autoencoder for Molecular Linker Design ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU Networks ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
A Closer Look at Smoothness in Domain Adversarial Training βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
A Completely Tuning-Free and Robust Approach to Sparse Precision Matrix Estimation βœ… ❌ βœ… ❌ ❌ βœ… βœ… 4
A Consistent and Efficient Evaluation Strategy for Attribution Methods ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
A Context-Integrated Transformer-Based Neural Network for Auction Design βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
A Convergence Theory for SVGD in the Population Limit under Talagrand’s Inequality T1 βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A Convergent and Dimension-Independent Min-Max Optimization Algorithm βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
A Difference Standardization Method for Mutual Transfer Learning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
A Differential Entropy Estimator for Training Neural Networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
A Dynamical System Perspective for Lipschitz Neural Networks βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
A Framework for Learning to Request Rich and Contextually Useful Information from Humans ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
A Functional Information Perspective on Model Interpretation ❌ βœ… βœ… βœ… ❌ ❌ ❌ 3
A General Recipe for Likelihood-free Bayesian Optimization ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
A Hierarchical Bayesian Approach to Inverse Reinforcement Learning with Symbolic Reward Machines βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
A Hierarchical Transitive-Aligned Graph Kernel for Un-attributed Graphs ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
A Joint Exponential Mechanism For Differentially Private Top-$k$ βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
A Langevin-like Sampler for Discrete Distributions βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
A Marriage between Adversarial Team Games and 2-player Games: Enabling Abstractions, No-regret Learning, and Subgame Solving βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
A Minimax Learning Approach to Off-Policy Evaluation in Confounded Partially Observable Markov Decision Processes ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
A Model-Agnostic Randomized Learning Framework based on Random Hypothesis Subspace Sampling βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
A Modern Self-Referential Weight Matrix That Learns to Modify Itself ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
A Multi-objective / Multi-task Learning Framework Induced by Pareto Stationarity βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
A Natural Actor-Critic Framework for Zero-Sum Markov Games βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
A Neural Tangent Kernel Perspective of GANs ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
A New Perspective on the Effects of Spectrum in Graph Neural Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
A Parametric Class of Approximate Gradient Updates for Policy Optimization ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A Psychological Theory of Explainability ❌ βœ… βœ… βœ… ❌ ❌ ❌ 3
A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
A Reduction from Linear Contextual Bandits Lower Bounds to Estimations Lower Bounds ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A Regret Minimization Approach to Multi-Agent Control βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
A Resilient Distributed Boosting Algorithm βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
A Self-Play Posterior Sampling Algorithm for Zero-Sum Markov Games βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A Simple Guard for Learned Optimizers βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
A Simple Reward-free Approach to Constrained Reinforcement Learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A Simple Unified Framework for High Dimensional Bandit Problems βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A Simple yet Universal Strategy for Online Convex Optimization βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
A State-Distribution Matching Approach to Non-Episodic Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
A Statistical Manifold Framework for Point Cloud Data ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
A Stochastic Multi-Rate Control Framework For Modeling Distributed Optimization Algorithms ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
A Study of Face Obfuscation in ImageNet ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
A Study on the Ramanujan Graph Property of Winning Lottery Tickets βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
A Temporal-Difference Approach to Policy Gradient Estimation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
A Theoretical Analysis on Independence-driven Importance Weighting for Covariate-shift Generalization βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
A Theoretical Comparison of Graph Neural Network Extensions ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A Tighter Analysis of Spectral Clustering, and Beyond ❌ βœ… βœ… ❌ βœ… ❌ ❌ 3
A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
A Unified View on PAC-Bayes Bounds for Meta-Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
A data-driven approach for learning to control computers ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A deep convolutional neural network that is invariant to time rescaling ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A new similarity measure for covariate shift with applications to nonparametric regression ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A query-optimal algorithm for finding counterfactuals βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A$^3$T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
AGNAS: Attention-Guided Micro and Macro-Architecture Search βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
ASAP.SGD: Instance-based Adaptiveness to Staleness in Asynchronous SGD βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Accelerated Federated Learning with Decoupled Adaptive Optimization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Accelerated Gradient Methods for Geodesically Convex Optimization: Tractable Algorithms and Convergence Analysis βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Accelerated, Optimal and Parallel: Some results on model-based stochastic optimization ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Accelerating Shapley Explanation via Contributive Cooperator Selection βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Accurate Quantization of Measures via Interacting Particle-based Optimization βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Achieving Fairness at No Utility Cost via Data Reweighing with Influence βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Achieving Minimax Rates in Pool-Based Batch Active Learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Action-Sufficient State Representation Learning for Control with Structural Constraints βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Active Multi-Task Representation Learning βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Active Nearest Neighbor Regression Through Delaunay Refinement βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Active Sampling for Min-Max Fairness βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Active fairness auditing βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
ActiveHedge: Hedge meets Active Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Actor-Critic based Improper Reinforcement Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
AdaGrad Avoids Saddle Points ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Adapting k-means Algorithms for Outliers βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Adapting the Linearised Laplace Model Evidence for Modern Deep Learning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Adapting to Mixing Time in Stochastic Optimization with Markovian Data βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Adaptive Accelerated (Extra-)Gradient Methods with Variance Reduction βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed Bandits βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Adaptive Conformal Predictions for Time Series βœ… βœ… ❌ βœ… ❌ ❌ βœ… 4
Adaptive Data Analysis with Correlated Observations βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Adaptive Gaussian Process Change Point Detection βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Adaptive Inertia: Disentangling the Effects of Adaptive Learning Rate and Momentum βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Adaptive Model Design for Markov Decision Process βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Adaptive Random Walk Gradient Descent for Decentralized Optimization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Adaptive Second Order Coresets for Data-efficient Machine Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Additive Gaussian Processes Revisited βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Addressing Optimism Bias in Sequence Modeling for Reinforcement Learning ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
Adversarial Attack and Defense for Non-Parametric Two-Sample Tests βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Adversarial Attacks on Gaussian Process Bandits ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
Adversarial Masking for Self-Supervised Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Adversarial Robustness against Multiple and Single $l_p$-Threat Models via Quick Fine-Tuning of Robust Classifiers ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Adversarial Vulnerability of Randomized Ensembles βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Adversarially Robust Models may not Transfer Better: Sufficient Conditions for Domain Transferability from the View of Regularization ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Adversarially Trained Actor Critic for Offline Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Adversarially trained neural representations are already as robust as biological neural representations ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Agnostic Learnability of Halfspaces via Logistic Loss ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Algorithms for the Communication of Samples βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
An Analytical Update Rule for General Policy Optimization ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
An Asymptotic Test for Conditional Independence using Analytic Kernel Embeddings ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
An Equivalence Between Data Poisoning and Byzantine Gradient Attacks ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed Integer Linear Programming βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
An Initial Alignment between Neural Network and Target is Needed for Gradient Descent to Learn ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
An Intriguing Property of Geophysics Inversion ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Analysis of Stochastic Processes through Replay Buffers βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Analyzing and Mitigating Interference in Neural Architecture Search ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Anarchic Federated Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Antibody-Antigen Docking and Design via Hierarchical Structure Refinement ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Anticorrelated Noise Injection for Improved Generalization ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
AnyMorph: Learning Transferable Polices By Inferring Agent Morphology ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Anytime Information Cascade Popularity Prediction via Self-Exciting Processes ❌ βœ… βœ… βœ… βœ… βœ… ❌ 5
Approximate Bayesian Computation with Domain Expert in the Loop βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Approximate Frank-Wolfe Algorithms over Graph-structured Support Sets βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Approximately Equivariant Networks for Imperfectly Symmetric Dynamics ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Architecture Agnostic Federated Learning for Neural Networks βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Asking for Knowledge (AFK): Training RL Agents to Query External Knowledge Using Language ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Asymptotically-Optimal Gaussian Bandits with Side Observations βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Attentional Meta-learners for Few-shot Polythetic Classification βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Augment with Care: Contrastive Learning for Combinatorial Problems ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
AutoIP: A United Framework to Integrate Physics into Gaussian Processes ❌ ❌ βœ… ❌ ❌ βœ… βœ… 3
AutoSNN: Towards Energy-Efficient Spiking Neural Networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Auxiliary Learning with Joint Task and Data Scheduling βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
BAMDT: Bayesian Additive Semi-Multivariate Decision Trees for Nonparametric Regression βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
BabelTower: Learning to Auto-parallelized Program Translation ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Balancing Discriminability and Transferability for Source-Free Domain Adaptation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Balancing Sample Efficiency and Suboptimality in Inverse Reinforcement Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Batched Dueling Bandits βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Bayesian Continuous-Time Tucker Decomposition βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Bayesian Deep Embedding Topic Meta-Learner βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Bayesian Imitation Learning for End-to-End Mobile Manipulation ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Bayesian Model Selection, the Marginal Likelihood, and Generalization ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Bayesian Nonparametric Learning for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Bayesian Nonparametrics for Offline Skill Discovery βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Bayesian Optimization for Distributionally Robust Chance-constrained Problem βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Bayesian Optimization under Stochastic Delayed Feedback βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Be Like Water: Adaptive Floating Point for Machine Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Being Properly Improper βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Benchmarking and Analyzing Point Cloud Classification under Corruptions ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Beyond Worst-Case Analysis in Stochastic Approximation: Moment Estimation Improves Instance Complexity βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Biased Gradient Estimate with Drastic Variance Reduction for Meta Reinforcement Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Biological Sequence Design with GFlowNets βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Bisimulation Makes Analogies in Goal-Conditioned Reinforcement Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Bit Prioritization in Variational Autoencoders via Progressive Coding ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Black-Box Tuning for Language-Model-as-a-Service ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Blocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Boosting Graph Structure Learning with Dummy Nodes βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Born-Infeld (BI) for AI: Energy-Conserving Descent (ECD) for Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Bounding Training Data Reconstruction in Private (Deep) Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Bounding the Width of Neural Networks via Coupled Initialization A Worst Case Analysis ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Branching Reinforcement Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Breaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Breaking the $\sqrtT$ Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Bregman Neural Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Bregman Power k-Means for Clustering Exponential Family Data βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Bregman Proximal Langevin Monte Carlo via Bregman-Moreau Envelopes βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Building Robust Ensembles via Margin Boosting βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Burst-Dependent Plasticity and Dendritic Amplification Support Target-Based Learning and Hierarchical Imitation Learning ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
ButterflyFlow: Building Invertible Layers with Butterfly Matrices ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Byzantine Machine Learning Made Easy By Resilient Averaging of Momentums βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
C*-algebra Net: A New Approach Generalizing Neural Network Parameters to C*-algebra ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
C-MinHash: Improving Minwise Hashing with Circulant Permutation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
CITRIS: Causal Identifiability from Temporal Intervened Sequences ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
COAT: Measuring Object Compositionality in Emergent Representations ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
COLA: Consistent Learning with Opponent-Learning Awareness ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Calibrated Learning to Defer with One-vs-All Classifiers ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Calibrated and Sharp Uncertainties in Deep Learning via Density Estimation βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Cascaded Gaps: Towards Logarithmic Regret for Risk-Sensitive Reinforcement Learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Causal Conceptions of Fairness and their Consequences βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Causal Dynamics Learning for Task-Independent State Abstraction ❌ ❌ ❌ βœ… ❌ ❌ βœ… 2
Causal Imitation Learning under Temporally Correlated Noise βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Causal Inference Through the Structural Causal Marginal Problem ❌ βœ… ❌ ❌ ❌ βœ… βœ… 3
Causal Transformer for Estimating Counterfactual Outcomes βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Causal structure-based root cause analysis of outliers ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Centroid Approximation for Bootstrap: Improving Particle Quality at Inference βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
CerDEQ: Certifiable Deep Equilibrium Model ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Certified Adversarial Robustness Under the Bounded Support Set βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Certified Neural Network Watermarks with Randomized Smoothing βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Certified Robustness Against Natural Language Attacks by Causal Intervention βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Certifying Out-of-Domain Generalization for Blackbox Functions ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
Channel Importance Matters in Few-Shot Image Classification ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Choosing Answers in Epsilon-Best-Answer Identification for Linear Bandits βœ… βœ… ❌ ❌ ❌ βœ… βœ… 4
Class-Imbalanced Semi-Supervised Learning with Adaptive Thresholding βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Cliff Diving: Exploring Reward Surfaces in Reinforcement Learning Environments ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Closed-Form Diffeomorphic Transformations for Time Series Alignment ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Co-training Improves Prompt-based Learning for Large Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Coin Flipping Neural Networks ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Collaboration of Experts: Achieving 80% Top-1 Accuracy on ImageNet with 100M FLOPs ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Combining Diverse Feature Priors βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Communicating via Markov Decision Processes βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Communication-Efficient Adaptive Federated Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Communication-efficient Distributed Learning for Large Batch Optimization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Composing Partial Differential Equations with Physics-Aware Neural Networks ❌ βœ… ❌ βœ… βœ… ❌ βœ… 4
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Conditional GANs with Auxiliary Discriminative Classifier ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Confidence Score for Source-Free Unsupervised Domain Adaptation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Conformal Prediction Sets with Limited False Positives βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Congested Bandits: Optimal Routing via Short-term Resets βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Consensus Multiplicative Weights Update: Learning to Learn using Projector-based Game Signatures ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
Consistent Polyhedral Surrogates for Top-k Classification and Variants ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Constants Matter: The Performance Gains of Active Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Constrained Gradient Descent: A Powerful and Principled Evasion Attack Against Neural Networks βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Constrained Offline Policy Optimization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Constrained Variational Policy Optimization for Safe Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Constraint-based graph network simulator βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Content Addressable Memory Without Catastrophic Forgetting by Heteroassociation with a Fixed Scaffold ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Context-Aware Drift Detection βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Contextual Bandits with Large Action Spaces: Made Practical βœ… βœ… βœ… ❌ βœ… ❌ ❌ 4
Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action Spaces βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Contextual Information-Directed Sampling ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Continual Learning via Sequential Function-Space Variational Inference ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Continual Learning with Guarantees via Weight Interval Constraints βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Continual Repeated Annealed Flow Transport Monte Carlo βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Continuous Control with Action Quantization from Demonstrations ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Continuous-Time Analysis of Accelerated Gradient Methods via Conservation Laws in Dilated Coordinate Systems ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Contrastive Learning with Boosted Memorization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Controlling Conditional Language Models without Catastrophic Forgetting βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Convergence Rates of Non-Convex Stochastic Gradient Descent Under a Generic Lojasiewicz Condition and Local Smoothness βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Convergence of Invariant Graph Networks ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Convergence of Uncertainty Sampling for Active Learning βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Convolutional and Residual Networks Provably Contain Lottery Tickets βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Cooperative Online Learning in Stochastic and Adversarial MDPs βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Coordinated Double Machine Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Correct-N-Contrast: a Contrastive Approach for Improving Robustness to Spurious Correlations βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Correlated Quantization for Distributed Mean Estimation and Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Correlation Clustering via Strong Triadic Closure Labeling: Fast Approximation Algorithms and Practical Lower Bounds βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Counterfactual Prediction for Outcome-Oriented Treatments βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Counterfactual Transportability: A Formal Approach βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Cross-Space Active Learning on Graph Convolutional Networks βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Curriculum Reinforcement Learning via Constrained Optimal Transport βœ… βœ… ❌ ❌ βœ… βœ… βœ… 5
Cycle Representation Learning for Inductive Relation Prediction ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
DAVINZ: Data Valuation using Deep Neural Networks at Initialization βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
DNA: Domain Generalization with Diversified Neural Averaging βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
DNNR: Differential Nearest Neighbors Regression βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
DRAGONN: Distributed Randomized Approximate Gradients of Neural Networks βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
DRIBO: Robust Deep Reinforcement Learning via Multi-View Information Bottleneck βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Data Augmentation as Feature Manipulation ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP) ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Data Scaling Laws in NMT: The Effect of Noise and Architecture ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Data-SUITE: Data-centric identification of in-distribution incongruous examples βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Datamodels: Understanding Predictions with Data and Data with Predictions ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Dataset Condensation via Efficient Synthetic-Data Parameterization βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Dataset Condensation with Contrastive Signals βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
De novo mass spectrometry peptide sequencing with a transformer model ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Debiaser Beware: Pitfalls of Centering Regularized Transport Maps ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Decentralized Online Convex Optimization in Networked Systems βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Deciphering Lasso-based Classification Through a Large Dimensional Analysis of the Iterative Soft-Thresholding Algorithm βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Decision-Focused Learning: Through the Lens of Learning to Rank βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Decomposing Temporal High-Order Interactions via Latent ODEs βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Deconfounded Value Decomposition for Multi-Agent Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Deduplicating Training Data Mitigates Privacy Risks in Language Models ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
Deep Causal Metric Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Deep Hierarchy in Bandits βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Deep Network Approximation in Terms of Intrinsic Parameters ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Deep Neural Network Fusion via Graph Matching with Applications to Model Ensemble and Federated Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Deep Probability Estimation βœ… βœ… βœ… βœ… ❌ ❌ ❌ 4
Deep Reference Priors: What is the best way to pretrain a model? βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Deep Safe Incomplete Multi-view Clustering: Theorem and Algorithm βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Deep Squared Euclidean Approximation to the Levenshtein Distance for DNA Storage ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Deep Variational Graph Convolutional Recurrent Network for Multivariate Time Series Anomaly Detection βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Deep and Flexible Graph Neural Architecture Search βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Deep equilibrium networks are sensitive to initialization statistics ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Deep symbolic regression for recurrence prediction ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Delay-Adaptive Step-sizes for Asynchronous Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Delayed Reinforcement Learning by Imitation βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Deletion Robust Submodular Maximization over Matroids βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Demystifying the Adversarial Robustness of Random Transformation Defenses βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Denoised MDPs: Learning World Models Better Than the World Itself βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Describing Differences between Text Distributions with Natural Language ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Detached Error Feedback for Distributed SGD with Random Sparsification βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Detecting Adversarial Examples Is (Nearly) As Hard As Classifying Them ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Detecting Corrupted Labels Without Training a Model to Predict βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Dialog Inpainting: Turning Documents into Dialogs ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Difference Advantage Estimation for Multi-Agent Policy Gradients βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Differentiable Top-k Classification Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Differentially Private Approximate Quantiles βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Differentially Private Community Detection for Stochastic Block Models βœ… ❌ βœ… ❌ ❌ βœ… βœ… 4
Differentially Private Coordinate Descent for Composite Empirical Risk Minimization βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Differentially Private Maximal Information Coefficients ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Diffusion Models for Adversarial Purification ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Diffusion bridges vector quantized variational autoencoders βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Dimension-free Complexity Bounds for High-order Nonconvex Finite-sum Optimization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Direct Behavior Specification via Constrained Reinforcement Learning βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Directed Acyclic Transformer for Non-Autoregressive Machine Translation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Discovering Generalizable Spatial Goal Representations via Graph-based Active Reward Learning βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Discrete Probabilistic Inverse Optimal Transport βœ… ❌ βœ… ❌ ❌ βœ… βœ… 4
Discrete Tree Flows via Tree-Structured Permutations βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Disentangling Disease-related Representation from Obscure for Disease Prediction ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Disentangling Sources of Risk for Distributional Multi-Agent Reinforcement Learning βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Distinguishing rule and exemplar-based generalization in learning systems ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Distribution Regression with Sliced Wasserstein Kernels βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Distributional Hamilton-Jacobi-Bellman Equations for Continuous-Time Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Distributionally Robust $Q$-Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Distributionally-Aware Kernelized Bandit Problems for Risk Aversion βœ… βœ… ❌ βœ… βœ… ❌ βœ… 5
Divergence-Regularized Multi-Agent Actor-Critic βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Diversified Adversarial Attacks based on Conjugate Gradient Method βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Do Differentiable Simulators Give Better Policy Gradients? ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Do More Negative Samples Necessarily Hurt In Contrastive Learning? ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Does the Data Induce Capacity Control in Deep Learning? ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Domain Adaptation for Time Series Forecasting via Attention Sharing βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Double Sampling Randomized Smoothing βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning βœ… βœ… ❌ βœ… ❌ ❌ βœ… 4
DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Dual Perspective of Label-Specific Feature Learning for Multi-Label Classification ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
DynaMixer: A Vision MLP Architecture with Dynamic Mixing βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Dynamic Regret of Online Markov Decision Processes βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Dynamic Topic Models for Temporal Document Networks βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
EAT-C: Environment-Adversarial sub-Task Curriculum for Efficient Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Easy Variational Inference for Categorical Models via an Independent Binary Approximation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Efficient Approximate Inference for Stationary Kernel on Frequency Domain βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Efficient Computation of Higher-Order Subgraph Attribution via Message Passing βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Efficient Distributionally Robust Bayesian Optimization with Worst-case Sensitivity βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Efficient Learning for AlphaZero via Path Consistency βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Efficient Learning of CNNs using Patch Based Features βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Efficient Low Rank Convex Bounds for Pairwise Discrete Graphical Models ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Efficient Model-based Multi-agent Reinforcement Learning via Optimistic Equilibrium Computation βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Efficient Online ML API Selection for Multi-Label Classification Tasks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Efficient PAC Learning from the Crowd with Pairwise Comparisons βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Efficient Reinforcement Learning in Block MDPs: A Model-free Representation Learning approach βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Efficient Representation Learning via Adaptive Context Pooling ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Efficient Test-Time Model Adaptation without Forgetting βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Efficient Variance Reduction for Meta-learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Efficiently Learning the Topology and Behavior of a Networked Dynamical System Via Active Queries βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
End-to-End Balancing for Causal Continuous Treatment-Effect Estimation βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Entropic Causal Inference: Graph Identifiability βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Entropic Gromov-Wasserstein between Gaussian Distributions ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
EqR: Equivariant Representations for Data-Efficient Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Equivalence Analysis between Counterfactual Regret Minimization and Online Mirror Descent βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Equivariance versus Augmentation for Spherical Images ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Equivariant Diffusion for Molecule Generation in 3D βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Equivariant Priors for compressed sensing with unknown orientation βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Equivariant Quantum Graph Circuits ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Estimating Instance-dependent Bayes-label Transition Matrix using a Deep Neural Network βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Estimating and Penalizing Induced Preference Shifts in Recommender Systems βœ… ❌ ❌ βœ… βœ… βœ… βœ… 5
Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Evaluating the Adversarial Robustness of Adaptive Test-time Defenses ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Evolving Curricula with Regret-Based Environment Design βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Exact Learning of Preference Structure: Single-peaked Preferences and Beyond ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Exact Optimal Accelerated Complexity for Fixed-Point Iterations ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Examining Scaling and Transfer of Language Model Architectures for Machine Translation ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Exploiting Independent Instruments: Identification and Distribution Generalization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Exploiting Redundancy: Separable Group Convolutional Networks on Lie Groups ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Exploring and Exploiting Hubness Priors for High-Quality GAN Latent Sampling βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Exploring the Gap between Collapsed & Whitened Features in Self-Supervised Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Extended Unconstrained Features Model for Exploring Deep Neural Collapse ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Extracting Latent State Representations with Linear Dynamics from Rich Observations ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
FITNESS: (Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
FOCUS: Familiar Objects in Common and Uncommon Settings ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Failure and success of the spectral bias prediction for Laplace Kernel Ridge Regression: the case of low-dimensional data ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Fair Generalized Linear Models with a Convex Penalty βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Fair Representation Learning through Implicit Path Alignment βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Fair and Fast k-Center Clustering for Data Summarization βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Fairness Interventions as (Dis)Incentives for Strategic Manipulation ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Fairness with Adaptive Weights βœ… ❌ βœ… βœ… ❌ ❌ ❌ 3
Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics and Neural Network Hydrodynamic Models ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Fast Composite Optimization and Statistical Recovery in Federated Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Fast Finite Width Neural Tangent Kernel ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Fast Lossless Neural Compression with Integer-Only Discrete Flows βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Fast Population-Based Reinforcement Learning on a Single Machine βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Fast Provably Robust Decision Trees and Boosting βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Fast Relative Entropy Coding with A* coding βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Fast and Provable Nonconvex Tensor RPCA βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Fast rates for noisy interpolation require rethinking the effect of inductive bias ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Fast-Rate PAC-Bayesian Generalization Bounds for Meta-Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Faster Algorithms for Learning Convex Functions βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Faster Fundamental Graph Algorithms via Learned Predictions βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Faster Privacy Accounting via Evolving Discretization βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Fat–Tailed Variational Inference with Anisotropic Tail Adaptive Flows ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Feature Learning and Signal Propagation in Deep Neural Networks βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Feature Space Particle Inference for Neural Network Ensembles βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Feature and Parameter Selection in Stochastic Linear Bandits βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Feature selection using e-values βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
FedNL: Making Newton-Type Methods Applicable to Federated Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
FedNest: Federated Bilevel, Minimax, and Compositional Optimization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Federated Learning with Label Distribution Skew via Logits Calibration βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Federated Learning with Partial Model Personalization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Federated Learning with Positive and Unlabeled Data βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Federated Reinforcement Learning: Linear Speedup Under Markovian Sampling βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Fenrir: Physics-Enhanced Regression for Initial Value Problems ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Fictitious Play and Best-Response Dynamics in Identical Interest and Zero-Sum Stochastic Games βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Finite-Sum Coupled Compositional Stochastic Optimization: Theory and Applications βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Fisher SAM: Information Geometry and Sharpness Aware Minimisation βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Fishing for User Data in Large-Batch Federated Learning via Gradient Magnification βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Flashlight: Enabling Innovation in Tools for Machine Learning βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Flow-Guided Sparse Transformer for Video Deblurring ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Flow-based Recurrent Belief State Learning for POMDPs βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Flowformer: Linearizing Transformers with Conservation Flows βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Fluctuations, Bias, Variance & Ensemble of Learners: Exact Asymptotics for Convex Losses in High-Dimension ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
For Learning in Symmetric Teams, Local Optima are Global Nash Equilibria ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Forget-free Continual Learning with Winning Subnetworks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Forward Operator Estimation in Generative Models with Kernel Transfer Operators βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Fourier Learning with Cyclical Data βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Framework for Evaluating Faithfulness of Local Explanations βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
FriendlyCore: Practical Differentially Private Aggregation βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
From Dirichlet to Rubin: Optimistic Exploration in RL without Bonuses βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
From data to functa: Your data point is a function and you can treat it like one βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Frustratingly Easy Transferability Estimation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Fully-Connected Network on Noncompact Symmetric Space and Ridgelet Transform based on Helgason-Fourier Analysis ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Function-space Inference with Sparse Implicit Processes ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Functional Generalized Empirical Likelihood Estimation for Conditional Moment Restrictions βœ… βœ… ❌ βœ… ❌ ❌ βœ… 4
Functional Output Regression with Infimal Convolution: Exploring the Huber and $Ξ΅$-insensitive Losses βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
G$^2$CN: Graph Gaussian Convolution Networks with Concentrated Graph Filters ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
G-Mixup: Graph Data Augmentation for Graph Classification βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
GACT: Activation Compressed Training for Generic Network Architectures βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
GALAXY: Graph-based Active Learning at the Extreme βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Gaussian Process Uniform Error Bounds with Unknown Hyperparameters for Safety-Critical Applications ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
GenLabel: Mixup Relabeling using Generative Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
General-purpose, long-context autoregressive modeling with Perceiver AR ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Generalised Policy Improvement with Geometric Policy Composition βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Generalization Bounds using Lower Tail Exponents in Stochastic Optimizers βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Generalization and Robustness Implications in Object-Centric Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Generalized Beliefs for Cooperative AI ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Generalized Data Distribution Iteration βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Generalized Federated Learning via Sharpness Aware Minimization βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Generalized Leverage Scores: Geometric Interpretation and Applications βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Generalized Results for the Existence and Consistency of the MLE in the Bradley-Terry-Luce Model ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Generalized Strategic Classification and the Case of Aligned Incentives βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Generalizing Gaussian Smoothing for Random Search ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Generalizing to New Physical Systems via Context-Informed Dynamics Model βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Generating 3D Molecules for Target Protein Binding ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
Generating Distributional Adversarial Examples to Evade Statistical Detectors ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Generative Coarse-Graining of Molecular Conformations ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Generative Cooperative Networks for Natural Language Generation βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Generative Flow Networks for Discrete Probabilistic Modeling βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Generative Modeling for Multi-task Visual Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Generative Trees: Adversarial and Copycat βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Generic Coreset for Scalable Learning of Monotonic Kernels: Logistic Regression, Sigmoid and more βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Geometric Multimodal Contrastive Representation Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Global Optimization Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Global Optimization of K-Center Clustering βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Goal Misgeneralization in Deep Reinforcement Learning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Going Deeper into Permutation-Sensitive Graph Neural Networks ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Gradient Based Clustering ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Gradient Descent on Neurons and its Link to Approximate Second-order Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Gradient-Free Method for Heavily Constrained Nonconvex Optimization βœ… ❌ ❌ βœ… βœ… ❌ βœ… 4
Graph Neural Architecture Search Under Distribution Shifts βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Graph-Coupled Oscillator Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
GraphFM: Improving Large-Scale GNN Training via Feature Momentum βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Greedy when Sure and Conservative when Uncertain about the Opponents βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Guarantees for Epsilon-Greedy Reinforcement Learning with Function Approximation βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Guided-TTS: A Diffusion Model for Text-to-Speech via Classifier Guidance βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
H-Consistency Bounds for Surrogate Loss Minimizers ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Hardness and Algorithms for Robust and Sparse Optimization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Hermite Polynomial Features for Private Data Generation ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Hessian-Free High-Resolution Nesterov Acceleration For Sampling βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Hierarchical Shrinkage: Improving the accuracy and interpretability of tree-based models. ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
High Probability Guarantees for Nonconvex Stochastic Gradient Descent with Heavy Tails βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Hindering Adversarial Attacks with Implicit Neural Representations βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
History Compression via Language Models in Reinforcement Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
HousE: Knowledge Graph Embedding with Householder Parameterization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
How Powerful are Spectral Graph Neural Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
How Tempering Fixes Data Augmentation in Bayesian Neural Networks ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
How to Leverage Unlabeled Data in Offline Reinforcement Learning ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
How to Stay Curious while avoiding Noisy TVs using Aleatoric Uncertainty Estimation ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
How to Train Your Wide Neural Network Without Backprop: An Input-Weight Alignment Perspective βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Human-in-the-loop: Provably Efficient Preference-based Reinforcement Learning with General Function Approximation βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
HyperImpute: Generalized Iterative Imputation with Automatic Model Selection βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
HyperPrompt: Prompt-based Task-Conditioning of Transformers ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Identifiability Conditions for Domain Adaptation βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Identification of Linear Non-Gaussian Latent Hierarchical Structure βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Identity-Disentangled Adversarial Augmentation for Self-supervised Learning ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Imitation Learning by Estimating Expertise of Demonstrators ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Implicit Bias of Linear Equivariant Networks ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Implicit Bias of the Step Size in Linear Diagonal Neural Networks ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Implicit Regularization in Hierarchical Tensor Factorization and Deep Convolutional Neural Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Implicit Regularization with Polynomial Growth in Deep Tensor Factorization ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Importance Weighted Kernel Bayes’ Rule βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Improve Single-Point Zeroth-Order Optimization Using High-Pass and Low-Pass Filters ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Improved Certified Defenses against Data Poisoning with (Deterministic) Finite Aggregation ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Improved No-Regret Algorithms for Stochastic Shortest Path with Linear MDP βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Improved Rates for Differentially Private Stochastic Convex Optimization with Heavy-Tailed Data βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Improved Regret for Differentially Private Exploration in Linear MDP βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Improved StyleGAN-v2 based Inversion for Out-of-Distribution Images βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Improving Adversarial Robustness via Mutual Information Estimation βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Improving Language Models by Retrieving from Trillions of Tokens βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Improving Mini-batch Optimal Transport via Partial Transportation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Improving Out-of-Distribution Robustness via Selective Augmentation βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Improving Policy Optimization with Generalist-Specialist Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Improving Screening Processes via Calibrated Subset Selection βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Improving Task-free Continual Learning by Distributionally Robust Memory Evolution βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Improving Transformers with Probabilistic Attention Keys ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
In defense of dual-encoders for neural ranking ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Independent Policy Gradient for Large-Scale Markov Potential Games: Sharper Rates, Function Approximation, and Game-Agnostic Convergence βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Individual Preference Stability for Clustering βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Individual Reward Assisted Multi-Agent Reinforcement Learning βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Inducing Causal Structure for Interpretable Neural Networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Inductive Biases and Variable Creation in Self-Attention Mechanisms ❌ ❌ ❌ βœ… βœ… ❌ βœ… 3
Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm βœ… βœ… ❌ ❌ ❌ βœ… βœ… 4
Inferring Cause and Effect in the Presence of Heteroscedastic Noise βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Influence-Augmented Local Simulators: a Scalable Solution for Fast Deep RL in Large Networked Systems βœ… ❌ ❌ ❌ βœ… ❌ ❌ 2
Information Discrepancy in Strategic Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Informed Learning by Wide Neural Networks: Convergence, Generalization and Sampling Complexity βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Injecting Logical Constraints into Neural Networks via Straight-Through Estimators ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Input Dependent Sparse Gaussian Processes βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing ❌ ❌ βœ… ❌ βœ… βœ… βœ… 4
Instance Dependent Regret Analysis of Kernelized Bandits βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Instrumental Variable Regression with Confounder Balancing βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Interactive Correlation Clustering with Existential Cluster Constraints βœ… ❌ βœ… βœ… ❌ βœ… βœ… 5
Interactive Inverse Reinforcement Learning for Cooperative Games βœ… βœ… ❌ ❌ βœ… βœ… βœ… 5
Interactively Learning Preference Constraints in Linear Bandits βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Interpretable Off-Policy Learning via Hyperbox Search βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Interventional Contrastive Learning with Meta Semantic Regularizer βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Intriguing Properties of Input-Dependent Randomized Smoothing βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Invariant Ancestry Search βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Inverse Contextual Bandits: Learning How Behavior Evolves over Time βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Investigating Generalization by Controlling Normalized Margin βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Investigating Why Contrastive Learning Benefits Robustness against Label Noise ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Iterative Double Sketching for Faster Least-Squares Optimization βœ… ❌ ❌ ❌ ❌ βœ… βœ… 3
Iterative Hard Thresholding with Adaptive Regularization: Sparser Solutions Without Sacrificing Runtime βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
It’s Raw! Audio Generation with State-Space Models ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Kernel Methods for Radial Transformed Compositional Data with Many Zeros ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Kill a Bird with Two Stones: Closing the Convergence Gaps in Non-Strongly Convex Optimization by Directly Accelerated SVRG with Double Compensation and Snapshots βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
LCANets: Lateral Competition Improves Robustness Against Corruption and Attack ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
LIDL: Local Intrinsic Dimension Estimation Using Approximate Likelihood βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
LIMO: Latent Inceptionism for Targeted Molecule Generation βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
LSB: Local Self-Balancing MCMC in Discrete Spaces βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Label Ranking through Nonparametric Regression βœ… βœ… βœ… βœ… ❌ ❌ ❌ 4
Label-Descriptive Patterns and Their Application to Characterizing Classification Errors βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Label-Free Explainability for Unsupervised Models βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Lagrangian Method for Q-Function Learning (with Applications to Machine Translation) βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Langevin Monte Carlo for Contextual Bandits βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Large Batch Experience Replay βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Large-Scale Graph Neural Architecture Search βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Last Iterate Risk Bounds of SGD with Decaying Stepsize for Overparameterized Linear Regression βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Latent Diffusion Energy-Based Model for Interpretable Text Modelling βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Latent Outlier Exposure for Anomaly Detection with Contaminated Data βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Lazy Estimation of Variable Importance for Large Neural Networks βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning Augmented Binary Search Trees ❌ ❌ βœ… βœ… ❌ ❌ ❌ 2
Learning Bellman Complete Representations for Offline Policy Evaluation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning Domain Adaptive Object Detection with Probabilistic Teacher βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Learning Dynamics and Generalization in Deep Reinforcement Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Learning Efficient and Robust Ordinary Differential Equations via Invertible Neural Networks βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Learning General Halfspaces with Adversarial Label Noise via Online Gradient Descent βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Learning Infinite-horizon Average-reward Markov Decision Process with Constraints βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Learning Iterative Reasoning through Energy Minimization βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Learning Markov Games with Adversarial Opponents: Efficient Algorithms and Fundamental Limits βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Learning Mixtures of Linear Dynamical Systems βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Learning Multiscale Transformer Models for Sequence Generation ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Learning Pseudometric-based Action Representations for Offline Reinforcement Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Learning Stable Classifiers by Transferring Unstable Features ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Learning Stochastic Shortest Path with Linear Function Approximation βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Learning Symmetric Embeddings for Equivariant World Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Learning fair representation with a parametric integral probability metric βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Learning from Counterfactual Links for Link Prediction βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Learning from Demonstration: Provably Efficient Adversarial Policy Imitation with Linear Function Approximation βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Learning from a Learning User for Optimal Recommendations βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Learning inverse folding from millions of predicted structures ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Learning of Cluster-based Feature Importance for Electronic Health Record Time-series ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Learning to Cut by Looking Ahead: Cutting Plane Selection via Imitation Learning ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Learning to Estimate and Refine Fluid Motion with Physical Dynamics ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Learning to Hash Robustly, Guaranteed βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Learning to Incorporate Texture Saliency Adaptive Attention to Image Cartoonization ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Learning to Infer Structures of Network Games ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Learning to Separate Voices by Spatial Regions βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Learning to Solve PDE-constrained Inverse Problems with Graph Networks ❌ ❌ ❌ βœ… βœ… ❌ βœ… 3
Learning-based Optimisation of Particle Accelerators Under Partial Observability Without Real-World Training ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
Least Squares Estimation using Sketched Data with Heteroskedastic Errors ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Let Invariant Rationale Discovery Inspire Graph Contrastive Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Leverage Score Sampling for Tensor Product Matrices in Input Sparsity Time βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Lie Point Symmetry Data Augmentation for Neural PDE Solvers ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent βœ… ❌ ❌ ❌ βœ… ❌ ❌ 2
Linear Adversarial Concept Erasure βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Linear Bandit Algorithms with Sublinear Time Complexity βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Linear Complexity Randomized Self-attention Mechanism βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Linear-Time Gromov Wasserstein Distances using Low Rank Couplings and Costs βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Linearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Local Augmentation for Graph Neural Networks βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Local Linear Convergence of Douglas-Rachford for Linear Programming: a Probabilistic Analysis βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Locally Sparse Neural Networks for Tabular Biomedical Data βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Log-Euclidean Signatures for Intrinsic Distances Between Unaligned Datasets βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Loss Function Learning for Domain Generalization by Implicit Gradient βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Low-Complexity Deep Convolutional Neural Networks on Fully Homomorphic Encryption Using Multiplexed Parallel Convolutions βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Low-Precision Stochastic Gradient Langevin Dynamics βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
LyaNet: A Lyapunov Framework for Training Neural ODEs βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Lyapunov Density Models: Constraining Distribution Shift in Learning-Based Control βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
MAML and ANIL Provably Learn Representations ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases ❌ ❌ βœ… ❌ βœ… βœ… βœ… 4
Making Linear MDPs Practical via Contrastive Representation Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Marginal Distribution Adaptation for Discrete Sets via Module-Oriented Divergence Minimization ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Marginal Tail-Adaptive Normalizing Flows βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Maslow’s Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Massively Parallel $k$-Means Clustering for Perturbation Resilient Instances βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Matching Learned Causal Effects of Neural Networks with Domain Priors βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Matching Normalizing Flows and Probability Paths on Manifolds ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Matching Structure for Dual Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Maximum Likelihood Training for Score-based Diffusion ODEs by High Order Denoising Score Matching βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Meaningfully debugging model mistakes using conceptual counterfactual explanations βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Measure Estimation in the Barycentric Coding Model βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Measuring Representational Robustness of Neural Networks Through Shared Invariances ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Measuring dissimilarity with diffeomorphism invariance ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
MemSR: Training Memory-efficient Lightweight Model for Image Super-Resolution βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Memory-Based Model Editing at Scale ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
MetAug: Contrastive Learning via Meta Feature Augmentation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Meta-Learning Hypothesis Spaces for Sequential Decision-making ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Metric-Fair Active Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Metric-Fair Classifier Derandomization ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Minimax M-estimation under Adversarial Contamination βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Minimizing Control for Credit Assignment with Strong Feedback βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Minimum Cost Intervention Design for Causal Effect Identification βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Mirror Learning: A Unifying Framework of Policy Optimisation ❌ βœ… ❌ ❌ ❌ ❌ ❌ 1
Mitigating Gender Bias in Face Recognition using the von Mises-Fisher Mixture Model ❌ ❌ βœ… ❌ βœ… βœ… βœ… 4
Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Mitigating Neural Network Overconfidence with Logit Normalization ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
ModLaNets: Learning Generalisable Dynamics via Modularity and Physical Inductive Bias βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Model Agnostic Sample Reweighting for Out-of-Distribution Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Model Selection in Batch Policy Optimization βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Model-Free Opponent Shaping βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Model-Value Inconsistency as a Signal for Epistemic Uncertainty ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Model-based Meta Reinforcement Learning using Graph Structured Surrogate Models and Amortized Policy Search βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Modeling Adversarial Noise for Adversarial Training βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Modeling Irregular Time Series with Continuous Recurrent Units βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Modeling Strong and Human-Like Gameplay with KL-Regularized Search βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Modeling Structure with Undirected Neural Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Modular Conformal Calibration βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Monarch: Expressive Structured Matrices for Efficient and Accurate Training βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
More Than a Toy: Random Matrix Models Predict How Real-World Neural Representations Generalize ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Multi Resolution Analysis (MRA) for Approximate Self-Attention βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Multi-Grained Vision Language Pre-Training: Aligning Texts with Visual Concepts ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Multi-Level Branched Regularization for Federated Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Multi-Task Learning as a Bargaining Game βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Multi-scale Feature Learning Dynamics: Insights for Double Descent ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Multi-slots Online Matching with High Entropy βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Multiclass learning with margin: exponential rates with no bias-variance trade-off ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Multicoated Supermasks Enhance Hidden Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Multiple-Play Stochastic Bandits with Shareable Finite-Capacity Arms βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Multirate Training of Neural Networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
N-Penetrate: Active Learning of Neural Collision Handler for Complex 3D Mesh Deformations βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
NAFS: A Simple yet Tough-to-beat Baseline for Graph Representation Learning βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
NOMU: Neural Optimization-based Model Uncertainty βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
NP-Match: When Neural Processes meet Semi-Supervised Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Near-Optimal Algorithms for Autonomous Exploration and Multi-Goal Stochastic Shortest Path βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Near-Optimal Learning of Extensive-Form Games with Imperfect Information βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Near-optimal rate of consistency for linear models with missing values ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Nearly Minimax Optimal Reinforcement Learning with Linear Function Approximation βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Nearly Optimal Catoni’s M-estimator for Infinite Variance βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Nearly Optimal Policy Optimization with Stable at Any Time Guarantee βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Nested Bandits βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Nesterov Accelerated Shuffling Gradient Method for Convex Optimization βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Neural Fisher Discriminant Analysis: Optimal Neural Network Embeddings in Polynomial Time βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Neural Implicit Dictionary Learning via Mixture-of-Expert Training ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Neural Inverse Kinematic ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Neural Inverse Transform Sampler βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Neural Language Models are not Born Equal to Fit Brain Data, but Training Helps ❌ ❌ βœ… βœ… ❌ βœ… βœ… 4
Neural Laplace: Learning diverse classes of differential equations in the Laplace domain βœ… βœ… ❌ βœ… βœ… ❌ βœ… 5
Neural Network Poisson Models for Behavioural and Neural Spike Train Data ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Neural Network Pruning Denoises the Features and Makes Local Connectivity Emerge in Visual Tasks ❌ βœ… βœ… βœ… ❌ βœ… βœ… 5
Neural Network Weights Do Not Converge to Stationary Points: An Invariant Measure Perspective ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Neural Tangent Kernel Analysis of Deep Narrow Neural Networks ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Neural Tangent Kernel Empowered Federated Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Neural-Symbolic Models for Logical Queries on Knowledge Graphs βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
NeuralEF: Deconstructing Kernels by Deep Neural Networks βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Neuro-Symbolic Hierarchical Rule Induction ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
NeuroFluid: Fluid Dynamics Grounding with Particle-Driven Neural Radiance Fields ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Neurocoder: General-Purpose Computation Using Stored Neural Programs ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Neuron Dependency Graphs: A Causal Abstraction of Neural Networks βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Neurotoxin: Durable Backdoors in Federated Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
No-Regret Learning in Partially-Informed Auctions βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
No-Regret Learning in Time-Varying Zero-Sum Games βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Non-Vacuous Generalisation Bounds for Shallow Neural Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Nonlinear Feature Diffusion on Hypergraphs βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Nonparametric Embeddings of Sparse High-Order Interaction Events ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Nonparametric Factor Trajectory Learning for Dynamic Tensor Decomposition ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Nonparametric Involutive Markov Chain Monte Carlo βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Nonparametric Sparse Tensor Factorization with Hierarchical Gamma Processes ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Not All Poisons are Created Equal: Robust Training against Data Poisoning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
NysADMM: faster composite convex optimization via low-rank approximation βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
NystrΓΆm Kernel Mean Embeddings ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Object Permanence Emerges in a Random Walk along Memory βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Off-Policy Evaluation for Large Action Spaces via Embeddings βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Off-Policy Fitted Q-Evaluation with Differentiable Function Approximators: Z-Estimation and Inference Theory βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Off-Policy Reinforcement Learning with Delayed Rewards βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Offline Meta-Reinforcement Learning with Online Self-Supervision βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Offline RL Policies Should Be Trained to be Adaptive βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Omni-Granular Ego-Semantic Propagation for Self-Supervised Graph Representation Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
On Collective Robustness of Bagging Against Data Poisoning βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
On Convergence of Gradient Descent Ascent: A Tight Local Analysis ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
On Distribution Shift in Learning-based Bug Detectors ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
On Finite-Sample Identifiability of Contrastive Learning-Based Nonlinear Independent Component Analysis ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
On Implicit Bias in Overparameterized Bilevel Optimization βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
On Last-Iterate Convergence Beyond Zero-Sum Games ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
On Learning Mixture of Linear Regressions in the Non-Realizable Setting βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
On Measuring Causal Contributions via do-interventions βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
On Non-local Convergence Analysis of Deep Linear Networks ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
On Numerical Integration in Neural Ordinary Differential Equations ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
On Transportation of Mini-batches: A Hierarchical Approach βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
On Well-posedness and Minimax Optimal Rates of Nonparametric Q-function Estimation in Off-policy Evaluation ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
On the Adversarial Robustness of Causal Algorithmic Recourse βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
On the Convergence of Inexact Predictor-Corrector Methods for Linear Programming βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
On the Convergence of Local Stochastic Compositional Gradient Descent with Momentum βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
On the Convergence of the Shapley Value in Parametric Bayesian Learning Games ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
On the Difficulty of Defending Self-Supervised Learning against Model Extraction βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
On the Effects of Artificial Data Modification ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
On the Equivalence Between Temporal and Static Equivariant Graph Representations ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
On the Finite-Time Complexity and Practical Computation of Approximate Stationarity Concepts of Lipschitz Functions βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
On the Finite-Time Performance of the Knowledge Gradient Algorithm βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
On the Generalization Analysis of Adversarial Learning ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
On the Hidden Biases of Policy Mirror Ascent in Continuous Action Spaces βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
On the Learning of Non-Autoregressive Transformers ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
On the Practicality of Deterministic Epistemic Uncertainty ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
On the Robustness of CountSketch to Adaptive Inputs βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
On the Role of Discount Factor in Offline Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
On the Sample Complexity of Learning Infinite-horizon Discounted Linear Kernel MDPs βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
On the Statistical Benefits of Curriculum Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
On the Surrogate Gap between Contrastive and Supervised Losses ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
One-Pass Algorithms for MAP Inference of Nonsymmetric Determinantal Point Processes βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
One-Pass Diversified Sampling with Application to Terabyte-Scale Genomic Sequence Streams βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Online Active Regression βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Online Algorithms with Multiple Predictions βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Online Balanced Experimental Design βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Online Continual Learning through Mutual Information Maximization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Online Decision Transformer βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Online Learning and Pricing with Reusable Resources: Linear Bandits with Sub-Exponential Rewards βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Online Learning for Min Sum Set Cover and Pandora’s Box βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Online Learning with Knapsacks: the Best of Both Worlds βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Online Nonsubmodular Minimization with Delayed Costs: From Full Information to Bandit Feedback βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Online and Consistent Correlation Clustering βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Only tails matter: Average-Case Universality and Robustness in the Convex Regime βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Open-Sampling: Exploring Out-of-Distribution data for Re-balancing Long-tailed datasets βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Optimal Algorithms for Mean Estimation under Local Differential Privacy βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Optimal Algorithms for Stochastic Multi-Level Compositional Optimization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Optimal Clipping and Magnitude-aware Differentiation for Improved Quantization-aware Training ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Optimal Clustering with Noisy Queries via Multi-Armed Bandit βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Optimal Estimation of Policy Gradient via Double Fitted Iteration βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Optimal and Efficient Dynamic Regret Algorithms for Non-Stationary Dueling Bandits βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Optimally Controllable Perceptual Lossy Compression ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Optimization-Induced Graph Implicit Nonlinear Diffusion ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Optimizing Sequential Experimental Design with Deep Reinforcement Learning ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
Optimizing Tensor Network Contraction Using Reinforcement Learning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Order Constraints in Optimal Transport βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Out-of-Distribution Detection with Deep Nearest Neighbors βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Overcoming Oscillations in Quantization-Aware Training βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
PAC-Bayesian Bounds on Rate-Efficient Classifiers ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
PAC-Net: A Model Pruning Approach to Inductive Transfer Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
PAGE-PG: A Simple and Loopless Variance-Reduced Policy Gradient Method with Probabilistic Gradient Estimation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
PDE-Based Optimal Strategy for Unconstrained Online Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
PINs: Progressive Implicit Networks for Multi-Scale Neural Representations ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
POEM: Out-of-Distribution Detection with Posterior Sampling βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Pairwise Conditional Gradients without Swap Steps and Sparser Kernel Herding βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Parametric Visual Program Induction with Function Modularization βœ… ❌ βœ… ❌ βœ… ❌ ❌ 3
Parsimonious Learning-Augmented Caching βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Partial Counterfactual Identification from Observational and Experimental Data βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Partial Label Learning via Label Influence Function βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Partial disentanglement for domain adaptation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Particle Transformer for Jet Tagging ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Path-Aware and Structure-Preserving Generation of Synthetically Accessible Molecules ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Path-Gradient Estimators for Continuous Normalizing Flows βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Permutation Search of Tensor Network Structures via Local Sampling βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Personalization Improves Privacy-Accuracy Tradeoffs in Federated Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Personalized Federated Learning through Local Memorization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Personalized Federated Learning via Variational Bayesian Inference βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Pessimism meets VCG: Learning Dynamic Mechanism Design via Offline Reinforcement Learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Pessimistic Minimax Value Iteration: Provably Efficient Equilibrium Learning from Offline Datasets βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Pessimistic Q-Learning for Offline Reinforcement Learning: Towards Optimal Sample Complexity βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Phasic Self-Imitative Reduction for Sparse-Reward Goal-Conditioned Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Planning with Diffusion for Flexible Behavior Synthesis βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
PoF: Post-Training of Feature Extractor for Improving Generalization βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Policy Gradient Method For Robust Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Popular decision tree algorithms are provably noise tolerant βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Position Prediction as an Effective Pretraining Strategy βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Power-Law Escape Rate of SGD ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Practical Almost-Linear-Time Approximation Algorithms for Hybrid and Overlapping Graph Clustering βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Preconditioning for Scalable Gaussian Process Hyperparameter Optimization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Predicting Out-of-Distribution Error with the Projection Norm βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Principal Component Flows βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Principled Knowledge Extrapolation with GANs βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Prioritized Training on Points that are Learnable, Worth Learning, and not yet Learnt βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Privacy for Free: How does Dataset Condensation Help Privacy? ❌ ❌ βœ… ❌ ❌ βœ… βœ… 3
Private Adaptive Optimization with Side information βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Private Streaming SCO in $\ell_p$ geometry with Applications in High Dimensional Online Decision Making βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Private frequency estimation via projective geometry ❌ βœ… ❌ ❌ βœ… βœ… βœ… 4
Private optimization in the interpolation regime: faster rates and hardness results βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Probabilistic Bilevel Coreset Selection βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Probabilistic ODE Solutions in Millions of Dimensions ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Probabilistically Robust Learning: Balancing Average and Worst-case Performance βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Prompting Decision Transformer for Few-Shot Policy Generalization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Prototype Based Classification from Hierarchy to Fairness ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Prototype-Anchored Learning for Learning with Imperfect Annotations βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Provable Acceleration of Heavy Ball beyond Quadratics for a Class of Polyak-Lojasiewicz Functions when the Non-Convexity is Averaged-Out βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Provable Domain Generalization via Invariant-Feature Subspace Recovery βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Provable Reinforcement Learning with a Short-Term Memory βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Provably Adversarially Robust Nearest Prototype Classifiers βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Provably Efficient Offline Reinforcement Learning for Partially Observable Markov Decision Processes βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Proving Theorems using Incremental Learning and Hindsight Experience Replay βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally! βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Proximal Exploration for Model-guided Protein Sequence Design βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Proximal and Federated Random Reshuffling βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Public Data-Assisted Mirror Descent for Private Model Training βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Quantifying and Learning Linear Symmetry-Based Disentanglement ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Quantum-Inspired Algorithms from Randomized Numerical Linear Algebra βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
RECAPP: Crafting a More Efficient Catalyst for Convex Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
REvolveR: Continuous Evolutionary Models for Robot-to-robot Policy Transfer βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
ROCK: Causal Inference Principles for Reasoning about Commonsense Causality ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
RUMs from Head-to-Head Contests βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Random Forest Density Estimation βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Random Gegenbauer Features for Scalable Kernel Methods ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Re-evaluating Word Mover’s Distance ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Reachability Constrained Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time Series ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Recurrent Model-Free RL Can Be a Strong Baseline for Many POMDPs ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Reducing Variance in Temporal-Difference Value Estimation via Ensemble of Deep Networks βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Refined Convergence Rates for Maximum Likelihood Estimation under Finite Mixture Models βœ… βœ… ❌ ❌ ❌ βœ… βœ… 4
Region-Based Semantic Factorization in GANs ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Regret Bounds for Stochastic Shortest Path Problems with Linear Function Approximation βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Regret Minimization with Performative Feedback βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Reinforcement Learning from Partial Observation: Linear Function Approximation with Provable Sample Efficiency βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Reinforcement Learning with Action-Free Pre-Training from Videos ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Removing Batch Normalization Boosts Adversarial Training ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Representation Topology Divergence: A Method for Comparing Neural Network Representations. βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Residual-Based Sampling for Online Outlier-Robust PCA βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Resilient and Communication Efficient Learning for Heterogeneous Federated Systems βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the $O(Ξ΅^-7/4)$ Complexity βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Rethinking Attention-Model Explainability through Faithfulness Violation Test ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
Rethinking Fano’s Inequality in Ensemble Learning ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Rethinking Graph Neural Networks for Anomaly Detection ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Rethinking Image-Scaling Attacks: The Interplay Between Vulnerabilities in Machine Learning Systems βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Retrieval-Augmented Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
RetrievalGuard: Provably Robust 1-Nearest Neighbor Image Retrieval βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Retroformer: Pushing the Limits of End-to-end Retrosynthesis Transformer βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Reverse Engineering $\ell_p$ attacks: A block-sparse optimization approach with recovery guarantees βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Reverse Engineering the Neural Tangent Kernel ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Revisiting Consistency Regularization for Deep Partial Label Learning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Revisiting End-to-End Speech-to-Text Translation From Scratch ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing? βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Revisiting Online Submodular Minimization: Gap-Dependent Regret Bounds, Best of Both Worlds and Adversarial Robustness βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Revisiting the Effects of Stochasticity for Hamiltonian Samplers ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Reward-Free RL is No Harder Than Reward-Aware RL in Linear Markov Decision Processes βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Rich Feature Construction for the Optimization-Generalization Dilemma βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Ripple Attention for Visual Perception with Sub-quadratic Complexity βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Risk-Averse No-Regret Learning in Online Convex Games βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Robin Hood and Matthew Effects: Differential Privacy Has Disparate Impact on Synthetic Data ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Robust Counterfactual Explanations for Tree-Based Ensembles βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Robust Deep Reinforcement Learning through Bootstrapped Opportunistic Curriculum βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Robust Fine-Tuning of Deep Neural Networks with Hessian-based Generalization Guarantees βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Robust Group Synchronization via Quadratic Programming βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Robust Imitation Learning against Variations in Environment Dynamics βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Robust Kernel Density Estimation with Median-of-Means principle ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Robust Meta-learning with Sampling Noise and Label Noise via Eigen-Reptile βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Robust Models Are More Interpretable Because Attributions Look Normal ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Robust Multi-Objective Bayesian Optimization Under Input Noise ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Robust Policy Learning over Multiple Uncertainty Sets βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Robust Training of Neural Networks Using Scale Invariant Architectures βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Robust Training under Label Noise by Over-parameterization βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Robustness Implies Generalization via Data-Dependent Generalization Bounds ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Robustness Verification for Contrastive Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Robustness and Accuracy Could Be Reconcilable by (Proper) Definition ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Robustness in Multi-Objective Submodular Optimization: a Quantile Approach βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Role-based Multiplex Network Embedding βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Rotting Infinitely Many-Armed Bandits βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
SDQ: Stochastic Differentiable Quantization with Mixed Precision βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
SE(3) Equivariant Graph Neural Networks with Complete Local Frames βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
SPDY: Accurate Pruning with Speedup Guarantees βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Safe Exploration for Efficient Policy Evaluation and Comparison βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Safe Learning in Tree-Form Sequential Decision Making: Handling Hard and Soft Constraints βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Sample Efficient Learning of Predictors that Complement Humans βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Sample-Efficient Reinforcement Learning with loglog(T) Switching Cost βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Sanity Simulations for Saliency Methods ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Saute RL: Almost Surely Safe Reinforcement Learning Using State Augmentation βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Scalable Computation of Causal Bounds βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Scalable Deep Gaussian Markov Random Fields for General Graphs ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Scalable First-Order Bayesian Optimization via Structured Automatic Differentiation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Scalable MCMC Sampling for Nonsymmetric Determinantal Point Processes βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Scalable Spike-and-Slab βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Scaling Gaussian Process Optimization by Evaluating a Few Unique Candidates Multiple Times βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Scaling Out-of-Distribution Detection for Real-World Settings ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Scaling Structured Inference with Randomization βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Scaling-up Diverse Orthogonal Convolutional Networks by a Paraunitary Framework βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Score Matching Enables Causal Discovery of Nonlinear Additive Noise Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Score-Guided Intermediate Level Optimization: Fast Langevin Mixing for Inverse Problems βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Searching for BurgerFormer with Micro-Meso-Macro Space Design ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Secure Distributed Training at Scale βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Secure Quantized Training for Deep Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Selective Network Linearization for Efficient Private Inference βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Selective Regression under Fairness Criteria βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Self-Organized Polynomial-Time Coordination Graphs βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Self-Supervised Models of Audio Effectively Explain Human Cortical Responses to Speech ❌ ❌ βœ… βœ… ❌ βœ… βœ… 4
Self-Supervised Representation Learning via Latent Graph Prediction βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Self-conditioning Pre-Trained Language Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Self-supervised Models are Good Teaching Assistants for Vision Transformers ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Self-supervised learning with random-projection quantizer for speech recognition ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Selling Data To a Machine Learner: Pricing via Costly Signaling ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Sequential Covariate Shift Detection Using Classifier Two-Sample Tests βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Sequential and Parallel Constrained Max-value Entropy Search via Information Lower Bound βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Set Based Stochastic Subsampling βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Sharpened Quasi-Newton Methods: Faster Superlinear Rate and Larger Local Convergence Neighborhood βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Short-Term Plasticity Neurons Learning to Learn and Forget βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Shuffle Private Linear Contextual Bandits βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Simple and near-optimal algorithms for hidden stratification and multi-group learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Simplex Neural Population Learning: Any-Mixture Bayes-Optimality in Symmetric Zero-sum Games βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Simultaneous Graph Signal Clustering and Graph Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Simultaneously Learning Stochastic and Adversarial Bandits with General Graph Feedback βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Sketching Algorithms and Lower Bounds for Ridge Regression βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Smoothed Adaptive Weighting for Imbalanced Semi-Supervised Learning: Improve Reliability Against Unknown Distribution Data βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Smoothed Adversarial Linear Contextual Bandits with Knapsacks βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac Signals βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Solving Stackelberg Prediction Game with Least Squares Loss via Spherically Constrained Least Squares Reformulation βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
SpaceMAP: Visualizing High-Dimensional Data by Space Expansion βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Sparse Double Descent: Where Network Pruning Aggravates Overfitting ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Sparse Invariant Risk Minimization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Sparse Mixed Linear Regression with Guarantees: Taming an Intractable Problem with Invex Relaxation ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Sparsity in Partially Controllable Linear Systems βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Spatial-Channel Token Distillation for Vision MLPs βœ… ❌ βœ… ❌ βœ… ❌ ❌ 3
Spectral Representation of Robustness Measures for Optimization Under Input Uncertainty βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
SpeqNets: Sparsity-aware permutation-equivariant graph networks βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Stability Based Generalization Bounds for Exponential Family Langevin Dynamics ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Stabilizing Off-Policy Deep Reinforcement Learning from Pixels ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Stabilizing Q-learning with Linear Architectures for Provable Efficient Learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Stable Conformal Prediction Sets βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Staged Training for Transformer Language Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Statistical inference with implicit SGD: proximal Robbins-Monro vs. Polyak-Ruppert ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Steerable 3D Spherical Neurons ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Stochastic Contextual Dueling Bandits under Linear Stochastic Transitivity Models βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Stochastic Continuous Submodular Maximization: Boosting via Non-oblivious Function βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Stochastic Deep Networks with Linear Competing Units for Model-Agnostic Meta-Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Stochastic Reweighted Gradient Descent βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Stochastic Rising Bandits βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Strategic Representation βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Strategies for Safe Multi-Armed Bandits with Logarithmic Regret and Risk βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Streaming Algorithm for Monotone k-Submodular Maximization with Cardinality Constraints βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Streaming Algorithms for High-Dimensional Robust Statistics βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Streaming Algorithms for Support-Aware Histograms βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Streaming Inference for Infinite Feature Models ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Structural Entropy Guided Graph Hierarchical Pooling βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Structure Preserving Neural Networks: A Case Study in the Entropy Closure of the Boltzmann Equation βœ… βœ… ❌ βœ… βœ… βœ… βœ… 6
Structure-Aware Transformer for Graph Representation Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Structure-preserving GANs ❌ ❌ βœ… βœ… ❌ βœ… βœ… 4
Structured Stochastic Gradient MCMC βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Style Equalization: Unsupervised Learning of Controllable Generative Sequence Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Sublinear-Time Clustering Oracle for Signed Graphs βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Subspace Learning for Effective Meta-Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Supervised Learning with General Risk Functionals ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Supervised Off-Policy Ranking βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Surrogate Likelihoods for Variational Annealed Importance Sampling βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Symmetric Machine Theory of Mind βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Synergy and Symmetry in Deep Learning: Interactions between the Data, Model, and Inference Algorithm ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
TACTiS: Transformer-Attentional Copulas for Time Series ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
TPC: Transformation-Specific Smoothing for Point Cloud Models ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
TSPipe: Learn from Teacher Faster with Pipelines ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
TURF: Two-Factor, Universal, Robust, Fast Distribution Learning Algorithm βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Tackling Data Heterogeneity: A New Unified Framework for Decentralized SGD with Sample-induced Topology ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Tackling covariate shift with node-based Bayesian neural networks ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Task-aware Privacy Preservation for Multi-dimensional Data βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Tell me why! Explanations support learning relational and causal structure ❌ ❌ ❌ ❌ βœ… βœ… βœ… 3
Temporal Difference Learning for Model Predictive Control βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
The Algebraic Path Problem for Graph Metrics ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
The CLRS Algorithmic Reasoning Benchmark βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
The Complexity of k-Means Clustering when Little is Known ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
The Dual Form of Neural Networks Revisited: Connecting Test Time Predictions to Training Patterns via Spotlights of Attention ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
The Geometry of Robust Value Functions ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
The Importance of Non-Markovianity in Maximum State Entropy Exploration ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
The Infinite Contextual Graph Markov Model βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
The Multivariate Community Hawkes Model for Dependent Relational Events in Continuous-time Networks βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
The Poisson Binomial Mechanism for Unbiased Federated Learning with Secure Aggregation βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
The Primacy Bias in Deep Reinforcement Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
The Role of Deconfounding in Meta-learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
The State of Sparse Training in Deep Reinforcement Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
The Teaching Dimension of Regularized Kernel Learners ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
The Unsurprising Effectiveness of Pre-Trained Vision Models for Control ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
The dynamics of representation learning in shallow, non-linear autoencoders ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
The power of first-order smooth optimization for black-box non-smooth problems ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Thompson Sampling for (Combinatorial) Pure Exploration βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Thompson Sampling for Robust Transfer in Multi-Task Bandits βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Three-stage Evolution and Fast Equilibrium for SGD with Non-degerate Critical Points ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Thresholded Lasso Bandit βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Tight and Robust Private Mean Estimation with Few Users βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Time Is MattEr: Temporal Self-supervision for Video Transformers ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
To Smooth or Not? When Label Smoothing Meets Noisy Labels ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Topology-aware Generalization of Decentralized SGD ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Toward Compositional Generalization in Object-Oriented World Modeling ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
Towards Coherent and Consistent Use of Entities in Narrative Generation ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Towards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Towards Noise-adaptive, Problem-adaptive (Accelerated) Stochastic Gradient Descent ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Towards Scaling Difference Target Propagation by Learning Backprop Targets βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Towards Understanding Sharpness-Aware Minimization ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Towards Uniformly Superhuman Autonomy via Subdominance Minimization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Towards understanding how momentum improves generalization in deep learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Tractable Uncertainty for Structure Learning ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Training OOD Detectors in their Natural Habitats βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Training Your Sparse Neural Network Better with Any Mask ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Transfer Learning In Differential Privacy’s Hybrid-Model βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Transfer and Marginalize: Explaining Away Label Noise with Privileged Information ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Transformer Quality in Linear Time βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Transformers are Meta-Reinforcement Learners βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Translating Robot Skills: Learning Unsupervised Skill Correspondences Across Robots βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Translatotron 2: High-quality direct speech-to-speech translation with voice preservation ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
UAST: Uncertainty-Aware Siamese Tracking βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Unaligned Supervision for Automatic Music Transcription in The Wild βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Uncertainty Modeling in Generative Compressed Sensing βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
UnderGrad: A Universal Black-Box Optimization Method with Almost Dimension-Free Convergence Rate Guarantees βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Understanding Clipping for Federated Learning: Convergence and Client-Level Differential Privacy βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Understanding Contrastive Learning Requires Incorporating Inductive Biases ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Understanding Dataset Difficulty with $\mathcal{V}$-Usable Information βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Understanding Doubly Stochastic Clustering ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Understanding Gradient Descent on the Edge of Stability in Deep Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Understanding Instance-Level Impact of Fairness Constraints ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Understanding Policy Gradient Algorithms: A Sensitivity-Based Approach ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Understanding Robust Generalization in Learning Regular Languages ❌ ❌ ❌ βœ… ❌ ❌ βœ… 2
Understanding Robust Overfitting of Adversarial Training and Beyond βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Understanding The Robustness in Vision Transformers ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Understanding and Improving Knowledge Graph Embedding for Entity Alignment βœ… βœ… βœ… βœ… βœ… ❌ ❌ 5
Understanding the unstable convergence of gradient descent ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
UniRank: Unimodal Bandit Algorithms for Online Ranking βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Unified Fourier-based Kernel and Nonlinearity Design for Equivariant Networks on Homogeneous Spaces ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Unified Scaling Laws for Routed Language Models ❌ βœ… ❌ ❌ βœ… βœ… βœ… 4
Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Universal Joint Approximation of Manifolds and Densities by Simple Injective Flows ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Universal and data-adaptive algorithms for model selection in linear contextual bandits βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Universality of Winning Tickets: A Renormalization Group Perspective ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Unsupervised Image Representation Learning with Deep Latent Particles βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Utility Theory for Sequential Decision Making ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Utilizing Expert Features for Contrastive Learning of Time-Series Representations ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
VLUE: A Multi-Task Multi-Dimension Benchmark for Evaluating Vision-Language Pre-training ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Validating Causal Inference Methods ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
VariGrow: Variational Architecture Growing for Task-Agnostic Continual Learning based on Bayesian Novelty ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Variational Feature Pyramid Networks ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Variational Inference for Infinitely Deep Neural Networks βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Variational Inference with Locally Enhanced Bounds for Hierarchical Models ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Variational Mixtures of ODEs for Inferring Cellular Gene Expression Dynamics ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Variational On-the-Fly Personalization βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Variational Sparse Coding with Learned Thresholding βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Variational Wasserstein gradient flow βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Variational nearest neighbor Gaussian process ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Versatile Dueling Bandits: Best-of-both World Analyses for Learning from Relative Preferences βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
ViT-NeT: Interpretable Vision Transformers with Neural Tree Decoder βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Visual Attention Emerges from Recurrent Sparse Reconstruction ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Volatility Based Kernels and Moving Average Means for Accurate Forecasting with Gaussian Processes ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Weisfeiler-Lehman Meets Gromov-Wasserstein βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Welfare Maximization in Competitive Equilibrium: Reinforcement Learning for Markov Exchange Economy βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
What Can Linear Interpolation of Neural Network Loss Landscapes Tell Us? ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
What Dense Graph Do You Need for Self-Attention? βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
What Language Model Architecture and Pretraining Objective Works Best for Zero-Shot Generalization? ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
When Are Linear Stochastic Bandits Attackable? βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
When and How Mixup Improves Calibration βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Why Should I Trust You, Bellman? The Bellman Error is a Poor Replacement for Value Error ❌ ❌ ❌ ❌ ❌ βœ… βœ… 2
Why the Rich Get Richer? On the Balancedness of Random Partition Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Wide Bayesian neural networks have a simple weight posterior: theory and accelerated sampling ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Wide Neural Networks Forget Less Catastrophically ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Winning the Lottery Ahead of Time: Efficient Early Network Pruning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
XAI for Transformers: Better Explanations through Conservative Propagation ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
You Only Cut Once: Boosting Data Augmentation with a Single Cut ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for Everyone ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Zero-Shot Reward Specification via Grounded Natural Language ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Zero-shot AutoML with Pretrained Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
pathGCN: Learning General Graph Spatial Operators from Paths ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4