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 [1].

AAAI Conference on Artificial Intelligence (AAAI) - 2017

Website:

Venue Year Papers
Reproducibility Score Reproducibility Score based on Gundersen et al. (2025)
Documentation Score Global mean is the average score over the seven reproducibility variables for empirical research papers.
% 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
AAAI 2017 645 0.33 3.06 89.46% 23.05%
Pseudocode
Open Source Code
Open Datasets
Dataset Splits
Hardware Specification
Software Dependencies
Experiment Setup
A BTP-Based Family of Variable Elimination Rules for Binary CSPs ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A Context-Enriched Neural Network Method for Recognizing Lexical Entailment ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
A Declarative Approach to Data-Driven Fact Checking βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A Deep Hierarchical Approach to Lifelong Learning in Minecraft ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
A Dependency-Based Neural Reordering Model for Statistical Machine Translation ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
A Diversified Generative Latent Variable Model for WiFi-SLAM ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A Dynamic Window Neural Network for CCG Supertagging ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
A Fast Algorithm to Compute Maximum k-Plexes in Social Network Analysis βœ… βœ… βœ… ❌ βœ… βœ… ❌ 5
A Framework for Minimal Clustering Modification via Constraint Programming βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
A Framework of Online Learning with Imbalanced Streaming Data βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
A General Clustering Agreement Index: For Comparing Disjoint and Overlapping Clusters ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
A General Efficient Hyperparameter-Free Algorithm for Convolutional Sparse Learning βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
A General Framework for Sparsity Regularized Feature Selection via Iteratively Reweighted Least Square Minimization βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
A Generic Bet-and-Run Strategy for Speeding Up Stochastic Local Search ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
A Hybrid Collaborative Filtering Model with Deep Structure for Recommender Systems ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A Leukocyte Detection Technique in Blood Smear Images Using Plant Growth Simulation Algorithm βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
A Multi-Task Deep Network for Person Re-Identification ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
A Multiview-Based Parameter Free Framework for Group Detection ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
A Nearly-Black-Box Online Algorithm for Joint Parameter and State Estimation in Temporal Models βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
A Riemannian Network for SPD Matrix Learning ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
A SAT-Based Approach for Solving the Modal Logic S5-Satisfiability Problem ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
A Sparse Dictionary Learning Framework to Discover Discriminative Source Activations in EEG Brain Mapping βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
A Study of Compact Reserve Pricing Languages ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A Theoretical Analysis of First Heuristics of Crowdsourced Entity Resolution ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A Two-Stage Approach for Learning a Sparse Model with Sharp Excess Risk Analysis βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
A Unified Algorithm for One-Cass Structured Matrix Factorization with Side Information βœ… βœ… βœ… βœ… βœ… ❌ ❌ 5
A Unified Convex Surrogate for the Schatten-pNorm βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Abstraction in Situation Calculus Action Theories ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Accelerated Gradient Temporal Difference Learning ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Accelerated Variance Reduced Stochastic ADMM βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Accelerated Vector Pruning for Optimal POMDP Solvers βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Achieving Privacy in the Adversarial Multi-Armed Bandit βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Achieving Sustainable Cooperation in Generalized Prisoner’s Dilemma with Observation Errors ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Active Discriminative Text Representation Learning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Active Learning with Cross-Class Similarity Transfer βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Active Search for Sparse Signals with Region Sensing βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Active Search in Intensionally Specified Structured Spaces βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Active Video Summarization: Customized Summaries via On-line Interaction with the User βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Adaptive Proximal Average Approximation for Composite Convex Minimization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Add Data into Business Process Verification: Bridging the Gap between Theory and Practice ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
Additional Multi-Touch Attribution for Online Advertising ❌ ❌ ❌ βœ… ❌ ❌ βœ… 2
Addressing Imbalance in Multi-Label Classification Using Structured Hellinger Forests ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Adverse Drug Reaction Prediction with Symbolic Latent Dirichlet Allocation βœ… ❌ βœ… βœ… ❌ βœ… βœ… 5
Algorithms for Deciding Counting Quantifiers over Unary Predicates βœ… βœ… ❌ ❌ ❌ βœ… βœ… 4
Algorithms for Max-Min Share Fair Allocation of Indivisible Chores βœ… ❌ ❌ ❌ βœ… βœ… βœ… 4
Alternating Back-Propagation for Generator Network βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
An Ambiguity Aversion Model for Decision Making under Ambiguity ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
An Analysis of Monte Carlo Tree Search ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
An Artificial Agent for Robust Image Registration ❌ ❌ ❌ βœ… βœ… ❌ βœ… 3
An Efficient Approach to Model-Based Hierarchical Reinforcement Learning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
An Exact Algorithm for the Maximum Weight Clique Problem in Large Graphs βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
An Exact Penalty Method for Binary Optimization Based on MPEC Formulation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
An Improved Algorithm for Learning to Perform Exception-Tolerant Abduction βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
An Integrated Model for Effective Saliency Prediction βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Analogical Chaining with Natural Language Instruction for Commonsense Reasoning ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Anytime Anyspace AND/OR Search for Bounding the Partition Function βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Anytime Best+Depth-First Search for Bounding Marginal MAP βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Approximate Conditional Gradient Descent on Multi-Class Classification βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Approximation and Parameterized Complexity of Minimax Approval Voting βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Associate Latent Encodings in Learning from Demonstrations ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Associative Memory Using Dictionary Learning and Expander Decoding βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Asymmetric Discrete Graph Hashing βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Asynchronous Mini-Batch Gradient Descent with Variance Reduction for Non-Convex Optimization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Attention Correctness in Neural Image Captioning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Attentive Interactive Neural Networks for Answer Selection in Community Question Answering ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Attributes for Improved Attributes: A Multi-Task Network Utilizing Implicit and Explicit Relationships for Facial Attribute Classification ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Automated Data Extraction Using Predictive Program Synthesis βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Automated Design of Robust Mechanisms ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Automated Negotiating Agents Competition (ANAC) ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Automatic Curriculum Graph Generation for Reinforcement Learning Agents βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Automatic Emphatic Information Extraction from Aligned Acoustic Data and Its Application on Sentence Compression βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Automatic Logic-Based Benders Decomposition with MiniZinc βœ… ❌ ❌ ❌ ❌ βœ… βœ… 3
Axiomatic Characterization of Game-Theoretic Network Centralities ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Balanced Clustering with Least Square Regression βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Bayesian Neural Word Embedding βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Best-First Width Search: Exploration and Exploitation in Classical Planning ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Between Subgraph Isomorphism and Maximum Common Subgraph βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Beyond Monte Carlo Tree Search: Playing Go with Deep Alternative Neural Network and Long-Term Evaluation ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Beyond RPCA: Flattening Complex Noise in the Frequency Domain βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Bilateral k-Means Algorithm for Fast Co-Clustering βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Bilinear Probabilistic Canonical Correlation Analysis via Hybrid Concatenations βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Bilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Binary Embedding with Additive Homogeneous Kernels ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Boosting Complementary Hash Tables for Fast Nearest Neighbor Search βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Bootstrapping Distantly Supervised IE Using Joint Learning and Small Well-Structured Corpora ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Bounded Rationality of Restricted Turing Machines ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Bounding the Probability of Resource Constraint Violations in Multi-Agent MDPs βœ… ❌ ❌ ❌ βœ… βœ… βœ… 4
Bridging Video Content and Comments: Synchronized Video Description with Temporal Summarization of Crowdsourced Time-Sync Comments βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Building Task-Oriented Dialogue Systems for Online Shopping βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Building an End-to-End Spatial-Temporal Convolutional Network for Video Super-Resolution ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
CBRAP: Contextual Bandits with RAndom Projection βœ… βœ… βœ… ❌ βœ… ❌ ❌ 4
CLARE: A Joint Approach to Label Classification and Tag Recommendation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Capturing Dependencies among Labels and Features for Multiple Emotion Tagging of Multimedia Data βœ… ❌ βœ… βœ… ❌ ❌ ❌ 3
Cascade Subspace Clustering ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
CatchΓ•Em All: Locating Multiple Diffusion Sources in Networks with Partial Observations βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Causal Discovery Using Regression-Based Conditional Independence Tests βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Causal Effect Identification by Adjustment under Confounding and Selection Biases ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Centralized versus Personalized Commitments and Their Influence on Cooperation in Group Interactions ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Checking the Consistency of Combined Qualitative Constraint Networks ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Classification with Minimax Distance Measures ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Cleaning the Null Space: A Privacy Mechanism for Predictors βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Closing the Loop for Edge Detection and Object Proposals βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
CoCoA: A Non-Iterative Approach to a Local Search (A)DCOP Solver βœ… βœ… ❌ ❌ βœ… βœ… βœ… 5
Coactive Critiquing: Elicitation of Preferences and Features βœ… βœ… ❌ ❌ βœ… βœ… ❌ 4
Coherent Dialogue with Attention-Based Language Models ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Collaborative Company Profiling: Insights from an Employee’s Perspective βœ… ❌ ❌ βœ… ❌ ❌ βœ… 3
Collaborative Dynamic Sparse Topic Regression with User Profile Evolution for Item Recommendation ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Collaborative Planning with Encoding of Users’ High-Level Strategies ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Collaborative User Clustering for Short Text Streams βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Collective Deep Quantization for Efficient Cross-Modal Retrieval ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Collective Multiagent Sequential Decision Making Under Uncertainty βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Column Networks for Collective Classification ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Combining Logical Abduction and Statistical Induction: Discovering Written Primitives with Human Knowledge βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Combining Satellite Imagery and Open Data to Map Road Safety ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Communication Lower Bounds for Distributed Convex Optimization: Partition Data on Features ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Community Preserving Network Embedding ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning ❌ ❌ βœ… βœ… ❌ ❌ ❌ 2
Compiling Graph Substructures into Sentential Decision Diagrams βœ… ❌ βœ… ❌ βœ… ❌ ❌ 3
Complexity of Manipulating Sequential Allocation βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Complexity of the Stable Invitations Problem ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Compressed K-Means for Large-Scale Clustering βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Computational Issues in Time-Inconsistent Planning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Computing Least Cores of Supermodular Cooperative Games βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Condensed Memory Networks for Clinical Diagnostic Inferencing ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Confidence-Rated Discriminative Partial Label Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Configuration Planning with Temporal Constraints βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Constrained Pure Nash Equilibria in Polymatrix Games βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Contextual RNN-GANs for Abstract Reasoning Diagram Generation ❌ ❌ ❌ βœ… ❌ ❌ βœ… 2
Continuous Conditional Dependency Network for Structured Regression βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Convex Co-Embedding for Matrix Completion with Predictive Side Information βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Correlated Cascades: Compete or Cooperate ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Cost-Sensitive Feature Selection via F-Measure Optimization Reduction βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Counting-Based Reliability Estimation for Power-Transmission Grids ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Coupling Implicit and Explicit Knowledge for Customer Volume Prediction ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Cross-Domain Kernel Induction for Transfer Learning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Cross-Domain Ranking via Latent Space Learning βœ… ❌ βœ… βœ… ❌ ❌ ❌ 3
Cross-View People Tracking by Scene-Centered Spatio-Temporal Parsing βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Crowdsourced Outcome Determination in Prediction Markets βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
DECK: Discovering Event Composition Knowledge from Web Images for Zero-Shot Event Detection and Recounting in Videos ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Dancing with Decision Diagrams: A Combined Approach to Exact Cover βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Data-Driven Approximations to NP-Hard Problems ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Decentralized Planning in Stochastic Environments with Submodular Rewards βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Deep Collective Inference βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Deep Correlated Metric Learning for Sketch-based 3D Shape Retrieval ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Deep Hashing: A Joint Approach for Image Signature Learning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Deep Learning Quadcopter Control via Risk-Aware Active Learning ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
Deep Learning for Fixed Model Reuse βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Deep MIML Network ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Deep Manifold Learning of Symmetric Positive Definite Matrices with Application to Face Recognition ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
DeepFix: Fixing Common C Language Errors by Deep Learning ❌ βœ… ❌ βœ… βœ… ❌ βœ… 4
Definition Modeling: Learning to Define Word Embeddings in Natural Language ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Denoising Criterion for Variational Auto-Encoding Framework ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Depth CNNs for RGB-D Scene Recognition: Learning from Scratch Better than Transferring from RGB-CNNs ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Detection and Recognition of Text Embedded in Online Images via Neural Context Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Deterministic Attention for Sequence-to-Sequence Constituent Parsing βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Deterministic versus Probabilistic Methods for Searching for an Evasive Target ❌ ❌ ❌ ❌ ❌ βœ… βœ… 2
Diagnosability Planning for Controllable Discrete Event Systems βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Differentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network βœ… ❌ βœ… βœ… ❌ ❌ ❌ 3
Disambiguating Spatial Prepositions Using Deep Convolutional Networks ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Disarmament Games βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Discover Multiple Novel Labels in Multi-Instance Multi-Label Learning βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Discrete Personalized Ranking for Fast Collaborative Filtering from Implicit Feedback ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Discriminative Semi-Supervised Dictionary Learning with Entropy Regularization for Pattern Classification ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Distant Domain Transfer Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Distant Supervision via Prototype-Based Global Representation Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Distinguish Polarity in Bag-of-Words Visualization ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Distributed Negative Sampling for Word Embeddings βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Don’t Forget the Quantifiable Relationship between Words: Using Recurrent Neural Network for Short Text Topic Discovery βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Dual-Clustering Maximum Entropy with Application to Classification and Word Embedding βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Dynamic Action Repetition for Deep Reinforcement Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Dynamic Optimization of Landscape Connectivity Embedding Spatial-Capture-Recapture Information βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Dynamic Thresholding and Pruning for Regret Minimization ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Dynamically Constructed (PO)MDPs for Adaptive Robot Planning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial and Channel Redundancy ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Efficient Delivery Policy to Minimize User Traffic Consumption in Guaranteed Advertising βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Efficient Dependency-Guided Named Entity Recognition ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Efficient Evaluation of Answer Set Programs with External Sources Based on External Source Inlining ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Efficient Non-Oblivious Randomized Reduction for Risk Minimization with Improved Excess Risk Guarantee βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Efficient Object Instance Search Using Fuzzy Objects Matching ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Efficient Online Model Adaptation by Incremental Simplex Tableau ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Efficient Ordered Combinatorial Semi-Bandits for Whole-Page Recommendation βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Efficient Parameter Importance Analysis via Ablation with Surrogates βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Efficient Sparse Low-Rank Tensor Completion Using the Frank-Wolfe Algorithm βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Efficient Stochastic Optimization for Low-Rank Distance Metric Learning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Efficiently Answering Technical Questions Γ‘ A Knowledge Graph Approach ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Efficiently Mining High Quality Phrases from Texts βœ… ❌ ❌ ❌ βœ… βœ… βœ… 4
Embedded Bandits for Large-Scale Black-Box Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Enabling Dark Energy Science with Deep Generative Models of Galaxy Images ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Engineering Agreement: The Naming Game with Asymmetric and Heterogeneous Agents ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Entropic Causal Inference βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Enumerate Lasso Solutions for Feature Selection βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Envy-Free Mechanisms with Minimum Number of Cuts βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Estimating Uncertainty Online Against an Adversary βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Estimating the Maximum Expected Value in Continuous Reinforcement Learning Problems βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Examples-Rules Guided Deep Neural Network for Makeup Recommendation βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Exclusion Method for Finding Nash Equilibrium in Multiplayer Games βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Expectile Matrix Factorization for Skewed Data Analysis βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Explicit Defense Actions Against Test-Set Attacks ❌ ❌ βœ… ❌ ❌ βœ… ❌ 2
Exploiting both Vertical and Horizontal Dimensions of Feature Hierarchy for Effective Recommendation βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Exploring Commonality and Individuality for Multi-Modal Curriculum Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Exploring Normalization in Deep Residual Networks with Concatenated Rectified Linear Units ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Extending Compact-Table to Negative and Short Tables βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Extensive-Form Perfect Equilibrium Computation in Two-Player Games βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Extracting Urban Microclimates from Electricity Bills ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Face Hallucination with Tiny Unaligned Images by Transformative Discriminative Neural Networks ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Factorization Bandits for Interactive Recommendation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Fans Economy and All-Pay Auctions with Proportional Allocations βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Fast Compressive Phase Retrieval under Bounded Noise βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Fast Generalized Distillation for Semi-Supervised Domain Adaptation βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Fast Inverse Reinforcement Learning with Interval Consistent Graph for Driving Behavior Prediction ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Fast Online Incremental Learning on Mixture Streaming Data βœ… βœ… βœ… βœ… βœ… βœ… ❌ 6
Fast SSP Solvers Using Short-Sighted Labeling βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Fast-Tracking Stationary MOMDPs for Adaptive Management Problems βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Faster and Simpler Algorithm for Optimal Strategies of Blotto Game ❌ ❌ ❌ ❌ βœ… ❌ ❌ 1
FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Feature Selection Guided Auto-Encoder βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Finding Critical Users for Social Network Engagement: The Collapsed k-Core Problem βœ… ❌ βœ… ❌ βœ… ❌ ❌ 3
Finding Cut from the Same Cloth: Cross Network Link Recommendation via Joint Matrix Factorization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Fine-Grained Car Detection for Visual Census Estimation ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
Flexible Model Induction through Heuristic Process Discovery ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Fredholm Multiple Kernel Learning for Semi-Supervised Domain Adaptation βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach ❌ ❌ βœ… ❌ βœ… ❌ ❌ 2
Fully Convolutional Neural Networks with Full-Scale-Features for Semantic Segmentation ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Gated Neural Networks for Option Pricing: Rationality by Design ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
General Bounds on Satisfiability Thresholds for Random CSPs via Fourier Analysis ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Generalization Analysis for Ranking Using Integral Operator ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Generalization Error Bounds for Optimization Algorithms via Stability ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Generalized Ambiguity Decompositions for Classification with Applications in Active Learning and Unsupervised Ensemble Pruning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Geometry of Compositionality ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Goal Operations for Cognitive Systems βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Going Beyond Primal Treewidth for (M)ILP ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Graph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy ❌ ❌ βœ… ❌ βœ… ❌ ❌ 2
Greedy Flipping for Constrained Word Deletion βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Grid Pathfinding on the 2kNeighborhoods βœ… ❌ βœ… ❌ βœ… ❌ ❌ 3
Group Activity Selection on Social Networks ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Healthy Cognitive Aging: A Hybrid Random Vector Functional-Link Model for the Analysis of AlzheimerΓ•s Disease ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Heavy-Tailed Analogues of the Covariance Matrix for ICA βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Heuristic Search Value Iteration for One-Sided Partially Observable Stochastic Games βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Higher-Dimensional Potential Heuristics for Optimal Classical Planning ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Hindsight Optimization for Hybrid State and Action MDPs ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
How to Train a Compact Binary Neural Network with High Accuracy? βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Human-Aware Plan Recognition βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
I See What You See: Inferring Sensor and Policy Models of Human Real-World Motor Behavior ❌ ❌ ❌ βœ… ❌ ❌ βœ… 2
ICU Mortality Prediction: A Classification Algorithm for Imbalanced Datasets βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Identifying Useful Inference Paths in Large Commonsense Knowledge Bases by Retrograde Analysis βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Image Caption with Global-Local Attention ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Imagined Visual Representations as Multimodal Embeddings ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Importance Sampling with Unequal Support ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Improving Efficiency of SVMk-Fold Cross-Validation by Alpha Seeding ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Improving Event Causality Recognition with Multiple Background Knowledge Sources Using Multi-Column Convolutional Neural Networks ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Improving Multi-Document Summarization via Text Classification ❌ ❌ βœ… βœ… ❌ βœ… βœ… 4
Improving Surveillance Using Cooperative Target Observation βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Improving Word Embeddings with Convolutional Feature Learning and Subword Information ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Incentivising Monitoring in Open Normative Systems ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Incorporating Domain-Independent Planning Heuristics in Hierarchical Planning ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Incorporating Expert Knowledge into Keyphrase Extraction ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Incorporating Knowledge Graph Embeddings into Topic Modeling βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Incrementally Learning the Hierarchical Softmax Function for Neural Language Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Inductive Pairwise Ranking: Going Beyond thenlog(n) Barrier βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Inductive Reasoning about Ontologies Using Conceptual Spaces ❌ βœ… βœ… βœ… ❌ ❌ ❌ 3
Infinite Kernel Learning: Generalization Bounds and Algorithms βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Infinitely Many-Armed Bandits with Budget Constraints βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Informative Subspace Learning for Counterfactual Inference ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Integrating the Cognitive with the Physical: Musical Path Planning for an Improvising Robot ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Integration of Planning with Recognition for Responsive Interaction Using Classical Planners ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
JAG: A Crowdsourcing Framework for Joint Assessment and Peer Grading ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Joint Copying and Restricted Generation for Paraphrase ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Joint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node Contents βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Knowing What to Ask: A Bayesian Active Learning Approach to the Surveying Problem βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Knowledge Transfer for Deep Reinforcement Learning with Hierarchical Experience Replay ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Kont: Computing Tradeoffs in Normative Multiagent Systems ❌ βœ… ❌ ❌ ❌ ❌ ❌ 1
LPMLN, Weak Constraints, and P-log ❌ ❌ ❌ ❌ ❌ βœ… ❌ 1
Label Efficient Learning by Exploiting Multi-Class Output Codes βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Label-Free Supervision of Neural Networks with Physics and Domain Knowledge ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Landmark-Based Heuristics for Goal Recognition βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Large Graph Hashing with Spectral Rotation βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Latent Dependency Forest Models ❌ ❌ βœ… βœ… ❌ ❌ ❌ 2
Latent Dirichlet Allocation for Unsupervised Activity Analysis on an Autonomous Mobile Robot ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Latent Discriminant Analysis with Representative Feature Discovery βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Latent Smooth Skeleton Embedding ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Learning Attributes from the Crowdsourced Relative Labels ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Learning Bayesian Networks with Incomplete Data by Augmentation ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Learning Context-Specific Word/Character Embeddings βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Learning Deep Latent Space for Multi-Label Classification βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Learning Discriminative Activated Simplices for Action Recognition ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Learning Implicit Tasks for Patient-Specific Risk Modeling in ICU ❌ ❌ ❌ βœ… ❌ ❌ βœ… 2
Learning Invariant Deep Representation for NIR-VIS Face Recognition βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Learning Latent Sentiment Scopes for Entity-Level Sentiment Analysis ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Learning Non-Linear Dynamics of Decision Boundaries for Maintaining Classification Performance ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Learning Patch-Based Dynamic Graph for Visual Tracking βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Learning Residual Alternating Automata βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Learning Safe Prediction for Semi-Supervised Regression βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning Sparse Task Relations in Multi-Task Learning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Learning Unitary Operators with Help From u(n) ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Learning Visual Sentiment Distributions via Augmented Conditional Probability Neural Network ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Learning to Predict Intent from Gaze During Robotic Hand-Eye Coordination ❌ ❌ ❌ βœ… ❌ ❌ βœ… 2
Learning to Prune Dominated Action Sequences in Online Black-Box Planning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Learning with Feature Network and Label Network Simultaneously ❌ ❌ βœ… βœ… ❌ ❌ ❌ 2
Let Your Photos Talk: Generating Narrative Paragraph for Photo Stream via Bidirectional Attention Recurrent Neural Networks ❌ ❌ βœ… βœ… ❌ ❌ ❌ 2
Leveraging Saccades to Learn Smooth Pursuit: A Self-Organizing Motion Tracking Model Using Restricted Boltzmann Machines ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Leveraging Video Descriptions to Learn Video Question Answering ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Lifted Inference for Convex Quadratic Programs ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Local Centroids Structured Non-Negative Matrix Factorization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Local Discriminant Hyperalignment for Multi-Subject fMRI Data Alignment βœ… ❌ βœ… βœ… βœ… βœ… ❌ 5
Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Lock-Free Optimization for Non-Convex Problems βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Logical Filtering and Smoothing: State Estimation in Partially Observable Domains βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Long-Term Trends in the Public Perception of Artificial Intelligence ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Low-Rank Factorization of Determinantal Point Processes ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Low-Rank Linear Cold-Start Recommendation from Social Data ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Low-Rank Tensor Completion with Total Variation for Visual Data Inpainting βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
MPGL: An Efficient Matching Pursuit Method for Generalized LASSO βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Market Pricing for Data Streams βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Marrying Uncertainty and Time in Knowledge Graphs βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Matching Node Embeddings for Graph Similarity ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Matrix Factorisation for Scalable Energy Breakdown ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Maximizing the Probability of Arriving on Time: A Practical Q-Learning Method βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Maximum Model Counting βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Maximum Reconstruction Estimation for Generative Latent-Variable Models ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Mechanism Design for Multi-Type Housing Markets βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Mechanism Design in Social Networks ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Mechanism-Aware Neural Machine for Dialogue Response Generation ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Minimal Undefinedness for Fuzzy Answer Sets βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Misspecified Linear Bandits βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Mixed Discrete-Continuous Planning with Convex Optimization ❌ ❌ ❌ ❌ βœ… βœ… ❌ 2
Modeling Skewed Class Distributions by Reshaping the Concept Space ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Modeling the Intensity Function of Point Process Via Recurrent Neural Networks ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
Multi-Agent Path Finding with Delay Probabilities βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Multi-Kernel Low-Rank Dictionary Pair Learning for Multiple Features Based Image Classification βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Multi-Objective Influence Diagrams with Possibly Optimal Policies βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Multi-Path Feedback Recurrent Neural Networks for Scene Parsing ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Multi-Task Deep Learning for User Intention Understanding in Speech Interaction Systems ❌ ❌ ❌ βœ… ❌ ❌ ❌ 1
Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Multi-View Clustering via Deep Matrix Factorization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Multi-View Correlated Feature Learning by Uncovering Shared Component βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Multiclass Capped _p-Norm SVM for Robust Classifications βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Multidimensional Scaling on Multiple Input Distance Matrices βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Multilinear Regression for Embedded Feature Selection with Application to fMRI Analysis βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Multiple Kernel k-Means with Incomplete Kernels βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Multiple Source Detection without Knowing the Underlying Propagation Model βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Multiset Feature Learning for Highly Imbalanced Data Classification ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Multitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction βœ… ❌ βœ… βœ… ❌ ❌ ❌ 3
Multivariate Hawkes Processes for Large-Scale Inference βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Multiwinner Approval Rules as Apportionment Methods ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Narrowing the Gap Between Saturated and Optimal Cost Partitioning for Classical Planning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Nash Stability in Social Distance Games ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Natural Language Acquisition and Grounding for Embodied Robotic Systems ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Near-Optimal Active Learning of Halfspaces via Query Synthesis in the Noisy Setting βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Network, Popularity and Social Cohesion: A Game-Theoretic Approach βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Neural Bag-of-Ngrams ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Neural Machine Translation Advised by Statistical Machine Translation ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Neural Machine Translation with Reconstruction ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Neural Models for Sequence Chunking ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Neural Programming by Example ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
New Lower Bound for the Minimum Sum Coloring Problem ❌ ❌ βœ… ❌ βœ… ❌ ❌ 2
Non-Additive Security Games βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Non-Monotone DR-Submodular Function Maximization βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Non-Negative Inductive Matrix Completion for Discrete Dyadic Data ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Nonlinear Dynamic Boltzmann Machines for Time-Series Prediction ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Nonnegative Orthogonal Graph Matching ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Novel Geometric Approach for Global Alignment of PPI Networks βœ… ❌ βœ… βœ… ❌ ❌ ❌ 3
Number Restrictions on Transitive Roles in Description Logics with Nominals ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Nurturing Group-Beneficial Information-Gathering Behaviors Through Above-Threshold Criteria Setting ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
OFFER: Off-Environment Reinforcement Learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Obvious Strategyproofness Needs Monitoring for Good Approximations ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
On Covering Codes and Upper Bounds for the Dimension of Simple Games ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
On Equivalence and Inconsistency of Answer Set Programs with External Sources ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems ❌ ❌ βœ… βœ… ❌ ❌ ❌ 2
On Learning High Dimensional Structured Single Index Models βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
On Markov Games Played by Bayesian and Boundedly-Rational Players ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
On Pareto Optimality in Social Distance Games βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
On Predictive Patent Valuation: Forecasting Patent Citations and Their Types βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
On the Computation of Paracoherent Answer Sets βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
On the Transitivity of Hypernym-Hyponym Relations in Data-Driven Lexical Taxonomies ❌ ❌ βœ… βœ… ❌ ❌ ❌ 2
One-Step Spectral Clustering via Dynamically Learning Affinity Matrix and Subspace ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Online Active Linear Regression via Thresholding βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Online Multi-Target Tracking Using Recurrent Neural Networks ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
Ontology Materialization by Abstraction Refinement in Horn SHOIF ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Ontology-Based Data Access with a Horn Fragment of Metric Temporal Logic ❌ ❌ βœ… ❌ βœ… ❌ ❌ 2
Ontology-Mediated Queries for Probabilistic Databases ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Open-Universe Weighted Model Counting βœ… ❌ βœ… ❌ βœ… ❌ ❌ 3
Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Optimal Neighborhood Kernel Clustering with Multiple Kernels βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Optimal Personalized Defense Strategy Against Man-In-The-Middle Attack βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Optimal Pricing for Submodular Valuations with Bounded Curvature βœ… ❌ ❌ ❌ βœ… βœ… ❌ 3
Optimizing Expectation with Guarantees in POMDPs ❌ βœ… βœ… ❌ βœ… ❌ ❌ 3
Optimizing Positional Scoring Rules for Rank Aggregation ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Optimizing Quantiles in Preference-Based Markov Decision Processes βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Ordinal Constrained Binary Code Learning for Nearest Neighbor Search βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
PAC Identification of a Bandit Arm Relative to a Reward Quantile βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
PIVE: Per-Iteration Visualization Environment for Real-Time Interactions with Dimension Reduction and Clustering βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
POI2Vec: Geographical Latent Representation for Predicting Future Visitors ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Pairwise HITS: Quality Estimation from Pairwise Comparisons in Creator-Evaluator Crowdsourcing Process βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Parallel Asynchronous Stochastic Variance Reduction for Nonconvex Optimization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Parameterised Verification of Infinite State Multi-Agent Systems via Predicate Abstraction ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Parametric Dual Maximization for Non-Convex Learning Problems βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Partitioned Sampling of Public Opinions Based on Their Social Dynamics βœ… ❌ βœ… ❌ ❌ βœ… βœ… 4
Patch Reordering: A NovelWay to Achieve Rotation and Translation Invariance in Convolutional Neural Networks ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Personalized Donor-Recipient Matching for Organ Transplantation βœ… ❌ βœ… βœ… βœ… βœ… ❌ 5
Phase Transitions for Scale-Free SAT Formulas βœ… ❌ βœ… ❌ ❌ βœ… βœ… 4
PhragmŽnΓ•s Voting Methods and Justified Representation βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Phrase-Based Presentation Slides Generation for Academic Papers βœ… ❌ ❌ βœ… ❌ ❌ ❌ 2
Plan Reordering and Parallel Execution Γ‘ A Parameterized Complexity View ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Playing FPS Games with Deep Reinforcement Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Poisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Policy Search with High-Dimensional Context Variables βœ… ❌ ❌ βœ… ❌ ❌ βœ… 3
Polynomial Optimization Methods for Matrix Factorization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Polynomially Bounded Logic Programs with Function Symbols: A New Decidable ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Portfolio Selection via Subset Resampling βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Practical TBox Abduction Based on Justification Patterns βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Predicting Demographics of High-Resolution Geographies with Geotagged Tweets ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Predicting Latent Narrative Mood Using Audio and Physiologic Data ❌ ❌ ❌ βœ… ❌ ❌ βœ… 2
Predicting Soccer Highlights from Spatio-Temporal Match Event Streams βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Preference Elicitation For Participatory Budgeting ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
Preferences Single-Peaked on a Circle ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Preferential Structures for Comparative Probabilistic Reasoning ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Prerequisite Skills for Reading Comprehension: Multi-Perspective Analysis of MCTest Datasets and Systems ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Privacy-Preserving Human Activity Recognition from Extreme Low Resolution ❌ ❌ βœ… βœ… ❌ ❌ ❌ 2
Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Probably Approximately Efficient Combinatorial Auctions via Machine Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Problem Difficulty and the Phase Transition in Heuristic Search ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Profit-Driven Team Grouping in Social Networks βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Progressive Prediction of Student Performance in College Programs βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
ProjE: Embedding Projection for Knowledge Graph Completion ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Proper Proxy Scoring Rules ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Proportional Justified Representation ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Psychological Forest: Predicting Human Behavior ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Psychologically Based Virtual-Suspect for Interrogative Interview Training ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Quantifying and Detecting Collective Motion by Manifold Learning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Query Answering in DL-Lite with Datatypes: A Non-Uniform Approach ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Query Complexity of Tournament Solutions ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Query-Efficient Imitation Learning for End-to-End Simulated Driving βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Querying Partially Labelled Data to Improve a K-nn Classifier ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Question DifÞculty Prediction for READING Problems in Standard Tests ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
RQUERY: Rewriting Natural Language Queries on Knowledge Graphs to Alleviate the Vocabulary Mismatch Problem ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Radon Ð Rapid Discovery of Topological Relations βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Random Features for Shift-Invariant Kernels with Moment Matching βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Random-Radius Ball Method for Estimating Closeness Centrality βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Randomized Mechanisms for Selling Reserved Instances in Cloud βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Rank Ordering Constraints Elimination with Application for Kernel Learning βœ… ❌ βœ… ❌ βœ… ❌ ❌ 3
Reactive Dialectic Search Portfolios for MaxSAT βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Reactive Versus Anticipative Decision Making in a Novel Gift-Giving Game ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Read the Silence: Well-Timed Recommendation via Admixture Marked Point Processes ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Reasoning about Cognitive Trust in Stochastic Multiagent Systems ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Recognising Multidimensional Euclidean Preferences ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Recovering True Classifier Performance in Positive-Unlabeled Learning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Recurrent Attentional Topic Model ❌ ❌ ❌ βœ… ❌ ❌ ❌ 1
Recurrent Neural Networks with Auxiliary Labels for Cross-Domain Opinion Target Extraction ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Reference Based LSTM for Image Captioning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Regret Ratio Minimization in Multi-Objective Submodular Function Maximization βœ… ❌ βœ… ❌ βœ… βœ… ❌ 4
Regularization for Unsupervised Deep Neural Nets βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Regularization in Hierarchical Time Series Forecasting with Application to Electricity Smart Meter Data ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Regularized Diffusion Process for Visual Retrieval ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Relational Deep Learning: A Deep Latent Variable Model for Link Prediction ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Representations of Context in Recognizing the Figurative and Literal Usages of Idioms ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Resource Constrained Structured Prediction βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Resource Graph Games: A Compact Representation for Games with Structured Strategy Spaces ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Revenue Maximization for Finitely Repeated Ad Auctions βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Riemannian Submanifold Tracking on Low-Rank Algebraic Variety βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Rigging Nearly Acyclic Tournaments Is Fixed-Parameter Tractable ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Robust Execution of Probabilistic Temporal Plans βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Robust Loss Functions under Label Noise for Deep Neural Networks ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Robust MIL-Based Feature Template Learning for Object Tracking βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Robust Optimization for Tree-Structured Stochastic Network Design βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Robust Partially-Compressed Least-Squares βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Robust Visual Tracking via Local-Global Correlation Filter βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
SAT Competition 2016: Recent Developments ❌ ❌ βœ… ❌ βœ… βœ… βœ… 4
SAT Encodings for Distance-Based Belief Merging Operators ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
SCOPE: Scalable Composite Optimization for Learning on Spark βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Sampling Beats Fixed Estimate Predictors for Cloning Stochastic Behavior in Multiagent Systems ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Scalable Algorithm for Higher-Order Co-Clustering via Random Sampling βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Scalable Feature Selection via Distributed Diversity Maximization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Scalable Graph Embedding for Asymmetric Proximity βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Scalable Multitask Policy Gradient Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Scalable Optimization of Multivariate Performance Measures in Multi-instance Multi-label Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Scanpath Complexity: Modeling Reading Effort Using Gaze Information ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Schematic Invariants by Reduction to Ground Invariants βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Security Games on a Plane ❌ ❌ ❌ ❌ βœ… βœ… βœ… 3
Selecting Sequences of Items via Submodular Maximization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Self-Correcting Models for Model-Based Reinforcement Learning βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Self-Paced Learning: An Implicit Regularization Perspective βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Self-Paced Multi-Task Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Selfish Knapsack βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Semantic Parsing with Neural Hybrid Trees ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Semantic Proto-Role Labeling ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Semi-Supervised Adaptive Label Distribution Learning for Facial Age Estimation βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Semi-Supervised Classifications via Elastic and Robust Embedding βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Semi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Sequential Classification-Based Optimization for Direct Policy Search βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Sequential Peer Prediction: Learning to Elicit Effort using Posted Prices βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Sherlock: Scalable Fact Learning in Images ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Should Algorithms for Random SAT and Max-SAT Be Different? βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Simultaneous Clustering and Ensemble βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Small Is Beautiful: Computing Minimal Equivalent EL Concepts βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Small Representations of Big Kidney Exchange Graphs βœ… ❌ ❌ ❌ βœ… ❌ ❌ 2
SnapNETS: Automatic Segmentation of Network Sequences with Node Labels βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Social Choice Under Metric Preferences: Scoring Rules and STV ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Soft Video Parsing by Label Distribution Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Soft and Cost MDD Propagators ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Solving Advanced Argumentation Problems with Answer-Set Programming ❌ βœ… ❌ ❌ βœ… βœ… βœ… 4
Solving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Solving High-Dimensional Multi-Objective Optimization Problems with Low Effective Dimensions βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Solving Indefinite Kernel Support Vector Machine with Difference of Convex Functions Programming βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Solving Seven Open Problems of Offline and Online Control in Borda Elections ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Source Information Disclosure in Ontology-Based Data Integration ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Sparse Deep Transfer Learning for Convolutional Neural Network ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Sparse Subspace Clustering by Learning Approximation _0 Codes βœ… ❌ βœ… ❌ ❌ βœ… βœ… 4
Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Species Distribution Modeling of Citizen Science Data as a Classification Problem with Class-Conditional Noise ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Spectral Clustering with Brainstorming Process for Multi-View Data ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
State Projection via AI Planning ❌ ❌ ❌ ❌ βœ… ❌ ❌ 1
Strategic Sequences of Arguments for Persuasion Using Decision Trees βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Strategic Signaling and Free Information Disclosure in Auctions ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Streaming Classification with Emerging New Class by Class Matrix Sketching βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
StructInf: Mining Structural Influence from Social Streams βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Structural Correspondence Learning for Cross-Lingual Sentiment Classification with One-to-Many Mappings ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Structure Regularized Unsupervised Discriminant Feature Analysis βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Structured Inference Networks for Nonlinear State Space Models βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Systematic Exploration of Larger Local Search Neighborhoods for the Minimum Vertex Cover Problem βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records βœ… ❌ ❌ βœ… ❌ βœ… βœ… 4
Taming the Matthew Effect in Online Markets with Social Influence βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Team-Maxmin Equilibrium: Efficiency Bounds and Algorithms βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Teams in Online Scheduling Polls: Game-Theoretic Aspects ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Text-Guided Attention Model for Image Captioning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
TextBoxes: A Fast Text Detector with a Single Deep Neural Network ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
The Benefit in Free Information Disclosure When Selling Information to People ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
The Bernstein Mechanism: Function Release under Differential Privacy βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
The Complexity of Stable Matchings under Substitutable Preferences βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
The Computational Complexity of Weighted Greedy Matching βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
The Dollar Auction with Spiteful Players ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
The Efficiency of the HyperPlay Technique Over Random Sampling ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
The Kernel Kalman Rule Γ‘ Efficient Nonparametric Inference with Recursive Least Squares ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
The Linearization of Belief Propagation on Pairwise Markov Random Fields ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
The Multivariate Generalised von Mises Distribution: Inference and Applications ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
The Opacity of Backbones ❌ βœ… ❌ ❌ ❌ ❌ ❌ 1
The Option-Critic Architecture βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
The Positronic Economist: A Computational System for Analyzing Economic Mechanisms βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
The Simultaneous Maze Solving Problem ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
The State of the AIIDE Conference in 2017 ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
The Symbolic Interior Point Method βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
The Unusual Suspects: Deep Learning Based Mining of Interesting Entity Trivia from Knowledge Graphs ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Thompson Sampling for Stochastic Bandits with Graph Feedback βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Three New Algorithms to Solve N-POMDPs βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Title Learning Latent Subevents in Activity Videos Using Temporal Attention Filters ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Top-k Hierarchical Classification βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Topic Aware Neural Response Generation ❌ βœ… ❌ βœ… βœ… ❌ βœ… 4
Towards Better Understanding the Clothing Fashion Styles: A Multimodal Deep Learning Approach βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Towards Continuous Scientific Data Analysis and Hypothesis Evolution ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
Towards a Brain Inspired Model of Self-Awareness for Sociable Agents βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Tractable Algorithms for Approximate Nash Equilibria in Generalized Graphical Games with Tree Structure ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Transfer Learning for Deep Learning on Graph-Structured Data ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Transfer Reinforcement Learning with Shared Dynamics βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Transitive Hashing Network for Heterogeneous Multimedia Retrieval ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Translation Prediction with Source Dependency-Based Context Representation ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Treatment Effect Estimation with Data-Driven Variable Decomposition βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Trust-Sensitive Evolution of DL-Lite Knowledge Bases βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Tsallis Regularized Optimal Transport and Ecological Inference βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Tunable Sensitivity to Large Errors in Neural Network Training ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
TweetFit: Fusing Multiple Social Media and Sensor Data for Wellness Profile Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Twin Learning for Similarity and Clustering: A Unified Kernel Approach βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Two-Dimensional PCA with F-Norm Minimization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Unbiased Multivariate Correlation Analysis ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Understanding the Semantic Structures of Tables with a Hybrid Deep Neural Network Architecture ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Unimodal Thompson Sampling for Graph-Structured Arms βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Unit Dependency Graph and Its Application to Arithmetic Word Problem Solving ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Universum Prescription: Regularization Using Unlabeled Data ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Unsupervised Deep Learning for Optical Flow Estimation ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Unsupervised Domain Adaptation with a Relaxed Covariate Shift Assumption βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Unsupervised Feature Learning for 3D Scene Reconstruction with Occupancy Maps βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Unsupervised Large Graph Embedding βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Unsupervised Learning for Lexicon-Based Classification ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Unsupervised Learning of Evolving Relationships Between Literary Characters βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Unsupervised Learning with Truncated Gaussian Graphical Models ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Unsupervised Sentiment Analysis with Signed Social Networks βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Using Discourse Signals for Robust Instructor Intervention Prediction ❌ βœ… ❌ βœ… ❌ ❌ βœ… 3
VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Validating Domains and Plans for Temporal Planning via Encoding into Infinite-State Linear Temporal Logic ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
Value Compression of Pattern Databases βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Variable Kernel Density Estimation in High-Dimensional Feature Spaces ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Variational Autoencoder for Semi-Supervised Text Classification ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Video Captioning with Listwise Supervision ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Video Recovery via Learning Variation and Consistency of Images βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Vision-Language Fusion for Object Recognition ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Visual Object Tracking for Unmanned Aerial Vehicles: A Benchmark and New Motion Models ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Visual Sentiment Analysis by Attending on Local Image Regions ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Vote Until Two of You Agree: Mechanisms with Small Distortion and Sample Complexity ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Weakly Supervised Learning of Part Selection Model with Spatial Constraints for Fine-Grained Image Classification ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Weakly-Supervised Deep Nonnegative Low-Rank Model for Social Image Tag Refinement and Assignment βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Weighted Bandits or: How Bandits Learn Distorted Values That Are Not Expected βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
What Do Multiwinner Voting Rules Do? An Experiment Over the Two-Dimensional Euclidean Domain ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
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When to Reset Your Keys: Optimal Timing of Security Updates via Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
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Word Embedding Based Correlation Model for Question/Answer Matching ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Zero-Shot Recognition via Direct Classifier Learning with Transferred Samples and Pseudo Labels βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4