Reproducibility Index

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..

AAAI Conference on Artificial Intelligence (AAAI) - 2015

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
AAAI	2015	651	0.25	2.54	84.79%	17.39%

Search Papers

	Pseudocode	Open Source Code	Open Datasets	Dataset Splits	Hardware Specification	Software Dependencies	Experiment Setup
10,000+ Times Accelerated Robust Subset Selection	✅	❌	✅	❌	✅	✅	❌	4
A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations	❌	❌	✅	❌	❌	❌	❌	1
A Boosted Multi-Task Model for Pedestrian Detection with Occlusion Handling	✅	❌	✅	✅	❌	❌	✅	4
A Closed Form Solution to Multi-View Low-Rank Regression	✅	❌	✅	❌	❌	❌	✅	3
A Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding	❌	❌	✅	❌	❌	❌	✅	2
A Complexity Approach for Core-Selecting Exchange with Multiple Indivisible Goods under Lexicographic Preferences	✅	❌	❌	❌	❌	❌	❌	1
A Convex Formulation for Spectral Shrunk Clustering	✅	❌	✅	❌	❌	❌	✅	3
A Counter Abstraction Technique for the Verification of Robot Swarms	❌	❌	❌	❌	✅	✅	✅	3
A Family of Latent Variable Convex Relaxations for IBM Model 2	✅	❌	✅	✅	❌	❌	✅	4
A Faster Core Constraint Generation Algorithm for Combinatorial Auctions	❌	❌	✅	❌	✅	✅	❌	3
A Generalization of Sleep Sets Based on Operator Sequence Redundancy	❌	❌	✅	❌	✅	❌	✅	3
A Generalized Reduced Linear Program for Markov Decision Processes	❌	❌	❌	❌	❌	❌	✅	1
A Goal-Based Model of Personality for Planning-Based Narrative Generation	❌	❌	❌	❌	❌	❌	❌	0
A Graphical Representation for Games in Partition Function Form	❌	❌	❌	❌	❌	❌	❌	0
A Hybrid Approach of Classifier and Clustering for Solving the Missing Node Problem	✅	❌	✅	❌	❌	✅	✅	4
A Local Sparse Model for Matching Problem	❌	❌	✅	❌	❌	❌	✅	2
A Logic for Reasoning About Game Strategies	❌	❌	❌	❌	❌	❌	❌	0
A Mathematical Programming-Based Approach to Determining Objective Functions from Qualitative and Subjective Comparisons	❌	❌	❌	❌	❌	❌	❌	0
A Mechanism Design Approach to Measure Awareness	❌	❌	❌	❌	❌	❌	❌	0
A Multi-Pass Sieve for Name Normalization	❌	❌	✅	✅	❌	❌	❌	2
A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data	❌	✅	✅	✅	❌	❌	✅	4
A Neural Probabilistic Model for Context Based Citation Recommendation	❌	❌	✅	❌	❌	❌	✅	2
A New Computational Intelligence Model for Long-Term Prediction of Solar and Geomagnetic Activity	❌	❌	❌	❌	❌	❌	❌	0
A New Granger Causal Model for Influence Evolution in Dynamic Social Networks: The Case of DBLP	❌	❌	✅	✅	❌	❌	❌	2
A Nonconvex Relaxation Approach for Rank Minimization Problems	✅	❌	❌	❌	❌	❌	❌	1
A Nonparametric Online Model for Air Quality Prediction	❌	❌	❌	❌	❌	❌	✅	1
A Novel Neural Topic Model and Its Supervised Extension	✅	❌	✅	❌	❌	❌	✅	3
A Personalized Interest-Forgetting Markov Model for Recommendations	❌	❌	✅	✅	❌	❌	✅	3
A Planning-Based Assistance System for Setting Up a Home Theater	❌	❌	❌	❌	❌	❌	❌	0
A Probabilistic Covariate Shift Assumption for Domain Adaptation	❌	❌	✅	❌	❌	❌	✅	2
A Probabilistic Model for Bursty Topic Discovery in Microblogs	✅	❌	✅	❌	✅	❌	✅	4
A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing	✅	✅	✅	❌	✅	❌	✅	5
A Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis	✅	❌	✅	❌	❌	❌	❌	2
A Sequence Labeling Approach to Deriving Word Variants	❌	❌	❌	❌	❌	❌	❌	0
A Simulator of Human Emergency Mobility Following Disasters: Knowledge Transfer from Big Disaster Data	❌	❌	❌	❌	✅	❌	❌	1
A Sparse Combined Regression-Classification Formulation for Learning a Physiological Alternative to Clinical Post-Traumatic Stress Disorder Scores	❌	❌	✅	✅	❌	❌	✅	3
A Stackelberg Game Approach for Incentivizing Participation in Online Educational Forums with Heterogeneous Student Population	✅	❌	❌	❌	❌	✅	✅	3
A Stochastic Model for Detecting Heterogeneous Link Communities in Complex Networks	✅	❌	✅	❌	❌	❌	❌	2
A Stratified Strategy for Efficient Kernel-Based Learning	✅	❌	✅	✅	❌	❌	✅	4
A Succinct Conceptualization of the Foundations for a Network Organization Paradigm	❌	❌	❌	❌	❌	❌	❌	0
A Syntax-Independent Approach to Forgetting in Disjunctive Logic Programs	✅	✅	❌	❌	❌	❌	❌	2
A Theoretical Analysis of Optimization by Gaussian Continuation	✅	❌	❌	❌	❌	❌	❌	1
A Tri-Role Topic Model for Domain-Specific Question Answering	✅	❌	✅	❌	❌	❌	✅	3
A Unifying Hierarchy of Valuations with Complements and Substitutes	❌	❌	❌	❌	❌	✅	❌	1
AIBIRDS: The Angry Birds Artificial Intelligence Competition	❌	❌	❌	❌	❌	❌	❌	0
Absent Multiple Kernel Learning	❌	❌	✅	✅	❌	❌	✅	3
Abstraction for Solving Large Incomplete-Information Games	❌	❌	✅	❌	❌	❌	❌	1
Accelerating SAT Solving by Common Subclause Elimination	❌	❌	❌	❌	❌	❌	✅	1
Achieving Intelligence Using Prototypes, Composition, and Analogy	❌	❌	✅	❌	❌	❌	❌	1
Acquiring Speech Transcriptions Using Mismatched Crowdsourcing	❌	❌	✅	❌	❌	❌	✅	2
Acronym Disambiguation Using Word Embedding	❌	❌	✅	❌	❌	❌	✅	2
Action Language BC+: Preliminary Report	❌	❌	❌	❌	❌	❌	❌	0
Actionable Combined High Utility Itemset Mining	❌	❌	✅	❌	❌	❌	✅	2
Active Advice Seeking for Inverse Reinforcement Learning	✅	❌	❌	❌	❌	❌	❌	1
Active Learning by Learning	✅	❌	✅	❌	❌	❌	✅	3
Active Learning for Informative Projection Retrieval	❌	❌	❌	✅	❌	❌	❌	1
Active Manifold Learning via Gershgorin Circle Guided Sample Selection	✅	❌	✅	❌	❌	❌	✅	3
Adaptive Sampling with Optimal Cost for Class-Imbalance Learning	✅	❌	✅	✅	❌	❌	✅	4
AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis	✅	❌	❌	❌	❌	❌	❌	1
Aggregating Electric Cars to Sustainable Virtual Power Plants: The Value of Flexibility in Future Electricity Markets	❌	❌	❌	❌	❌	❌	✅	1
Agnostic System Identification for Monte Carlo Planning	✅	❌	❌	❌	❌	❌	✅	2
Algorithm Selection via Ranking	✅	❌	✅	✅	❌	❌	✅	4
Aligning Mixed Manifolds	✅	✅	✅	✅	❌	❌	✅	5
An Abstract View on Modularity in Knowledge Representation	❌	❌	❌	❌	❌	❌	❌	0
An Adaptive Gradient Method for Online AUC Maximization	✅	✅	✅	✅	✅	❌	✅	6
An Agent-Based Model of the Emergence and Transmission of a Language System for the Expression of Logical Combinations	❌	❌	❌	❌	❌	✅	✅	2
An Association Network for Computing Semantic Relatedness	✅	❌	✅	❌	❌	❌	✅	3
An Axiomatic Approach to Link Prediction	❌	❌	❌	❌	❌	❌	❌	0
An EBMC-Based Approach to Selecting Types for Entity Filtering	✅	❌	✅	❌	✅	❌	✅	4
An Efficient Forest-Based Tabu Search Algorithm for the Split-delivery Vehicle Routing Problem	❌	❌	✅	❌	✅	❌	✅	3
An Empirical Study on the Practical Impact of Prior Beliefs over Policy Types	❌	❌	✅	❌	❌	❌	✅	2
An Entorhinal-Hippocampal Model for Simultaneous Cognitive Map Building	✅	❌	❌	❌	✅	❌	✅	3
An Exact Algorithm for Solving Most Relevant Explanation in Bayesian Networks	❌	❌	✅	❌	✅	✅	✅	4
An Improved Lower Bound for Bayesian Network Structure Learning	❌	❌	✅	❌	✅	❌	✅	3
An SVD and Derivative Kernel Approach to Learning from Geometric Data	❌	❌	❌	✅	❌	❌	✅	2
An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization	❌	❌	✅	✅	❌	❌	✅	3
Analysis of Equilibria in Iterative Voting Schemes	✅	❌	❌	❌	❌	❌	❌	1
Answering Conjunctive Queries over EL Knowledge Bases with Transitive and Reflexive Roles	✅	✅	✅	❌	✅	❌	❌	4
Approximate Linear Programming for Constrained Partially Observable Markov Decision Processes	✅	❌	✅	❌	✅	✅	✅	5
Approximate MaxEnt Inverse Optimal Control and Its Application for Mental Simulation of Human Interactions	✅	❌	✅	✅	❌	❌	✅	4
Approximately Optimal Risk-Averse Routing Policies via Adaptive Discretization	✅	❌	❌	❌	✅	❌	✅	3
Approximating Model-Based ABox Revision in DL-Lite: Theory and Practice	✅	❌	✅	❌	✅	❌	❌	3
Approximating Optimal Social Choice under Metric Preferences	❌	❌	❌	❌	❌	❌	❌	0
Are Features Equally Representative? A Feature-Centric Recommendation	❌	❌	✅	✅	❌	❌	✅	3
Assessing the Robustness of Cremer-McLean with Automated Mechanism Design	❌	❌	❌	❌	✅	✅	❌	2
Audit Games with Multiple Defender Resources	✅	❌	❌	❌	✅	❌	✅	3
Automated Analysis of Commitment Protocols Using Probabilistic Model Checking	✅	❌	❌	❌	✅	❌	❌	2
Automated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos	❌	❌	❌	❌	❌	❌	✅	1
Automatic Assessment of OCR Quality in Historical Documents	❌	❌	❌	✅	❌	❌	✅	2
Automatic Configuration of Sequential Planning Portfolios	✅	❌	❌	❌	❌	❌	✅	2
Automatic Ellipsis Resolution: Recovering Covert Information from Text	❌	❌	✅	❌	❌	✅	✅	3
Automatic Generation of Alternative Starting Positions for Simple Traditional Board Games	❌	❌	❌	❌	❌	❌	✅	1
Automatic Topic Discovery for Multi-Object Tracking	❌	❌	✅	❌	❌	❌	✅	2
Automatically Creating a Large Number of New Bilingual Dictionaries	✅	❌	✅	❌	❌	❌	✅	3
BDD-Constrained Search: A Unified Approach to Constrained Shortest Path Problems	✅	❌	✅	❌	✅	✅	✅	5
BDDs Strike Back (in AI Planning)	❌	❌	❌	❌	❌	❌	❌	0
Balanced Trade Reduction for Dual-Role Exchange Markets	✅	❌	❌	❌	❌	❌	❌	1
Bayesian Active Learning-Based Robot Tutor for Children’s Word-Reading Skills	❌	❌	❌	❌	❌	❌	✅	1
Bayesian Affect Control Theory of Self	❌	✅	✅	❌	❌	❌	✅	3
Bayesian Approach to Modeling and Detecting Communities in Signed Network	✅	❌	❌	❌	❌	❌	❌	1
Bayesian Maximum Margin Principal Component Analysis	❌	❌	✅	✅	❌	❌	✅	3
Bayesian Model Averaging Naive Bayes (BMA-NB): Averaging over an Exponential Number of Feature Models in Linear Time	❌	❌	✅	❌	❌	❌	✅	2
Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity	❌	❌	❌	❌	❌	❌	❌	0
Belief Revision Games	❌	✅	❌	❌	❌	❌	❌	1
Belief Revision with General Epistemic States	❌	❌	❌	❌	❌	❌	❌	0
Best-Response Planning of Thermostatically Controlled Loads under Power Constraints	❌	❌	❌	❌	❌	❌	✅	1
Better Be Lucky than Good: Exceeding Expectations in MDP Evaluation	✅	❌	❌	❌	❌	❌	✅	2
Binarisation via Dualisation for Valued Constraints	❌	❌	❌	❌	❌	❌	❌	0
Blended Planning and Acting: Preliminary Approach, Research Challenges	✅	❌	❌	❌	❌	❌	❌	1
Bottom-Up Demand Response by Following Local Energy Generation Voluntarily	❌	✅	❌	❌	✅	❌	❌	2
Budgeted Prediction with Expert Advice	✅	❌	✅	❌	❌	❌	✅	3
Building Effective Representations for Sketch Recognition	❌	❌	✅	✅	✅	❌	✅	4
Building Strong Semi-Autonomous Systems	❌	❌	❌	❌	❌	❌	❌	0
Burst Time Prediction in Cascades	❌	❌	✅	✅	❌	❌	❌	2
CORPP: Commonsense Reasoning and Probabilistic Planning, as Applied to Dialog with a Mobile Robot	✅	❌	❌	❌	❌	❌	✅	2
COT: Contextual Operating Tensor for Context-Aware Recommender Systems	❌	❌	✅	❌	❌	❌	✅	2
Causal Inference via Sparse Additive Models with Application to Online Advertising	✅	❌	❌	❌	❌	❌	❌	1
Cerebella: Automatic Generation of Nonverbal Behavior for Virtual Humans	❌	❌	❌	❌	❌	❌	❌	0
Challenges in Resource and Cost Allocation	❌	❌	❌	❌	❌	❌	❌	0
Chance-Constrained Scheduling via Conflict-Directed Risk Allocation	✅	❌	❌	❌	❌	❌	❌	1
Characterizing Performance of Consistency Algorithms by Algorithm Configuration of Random CSP Generators	❌	❌	❌	❌	✅	❌	✅	2
Chinese Common Noun Phrase Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers	❌	❌	✅	✅	❌	❌	✅	3
Circumventing Robots’ Failures by Embracing Their Faults: A Practical Approach to Planning for Autonomous Construction	❌	❌	❌	❌	✅	❌	❌	1
Clustering Longitudinal Clinical Marker Trajectories from Electronic Health Data: Applications to Phenotyping and Endotype Discovery	❌	✅	❌	✅	❌	❌	✅	3
Clustering-Based Collaborative Filtering for Link Prediction	❌	❌	✅	❌	❌	❌	❌	1
Cognitive Master Teacher	❌	❌	✅	❌	❌	❌	❌	1
Cognitive Social Learners: An Architecture for Modeling Normative Behavior	✅	❌	❌	❌	❌	❌	✅	2
Collaboration in Social Problem-Solving: When Diversity Trumps Network Efficiency	✅	❌	❌	❌	❌	❌	✅	2
Collaborative Filtering with Localised Ranking	❌	❌	✅	✅	✅	❌	✅	4
Collaborative Topic Ranking: Leveraging Item Meta-Data for Sparsity Reduction	❌	❌	✅	✅	❌	❌	✅	3
Colorization by Patch-Based Local Low-Rank Matrix Completion	✅	❌	✅	❌	❌	❌	✅	3
Combining Compact Representation and Incremental Generation in Large Games with Sequential Strategies	✅	❌	❌	❌	❌	✅	✅	3
Combining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews	❌	❌	❌	❌	❌	❌	❌	0
Combining Ontology Class Expression Generation with Mathematical Modeling for Ontology Learning	✅	❌	✅	❌	❌	❌	✅	3
Compile!	❌	❌	❌	❌	❌	❌	❌	0
Complex Event Detection via Event Oriented Dictionary Learning	✅	❌	✅	❌	❌	❌	✅	3
Complexity Results for Compressing Optimal Paths	❌	❌	❌	❌	❌	❌	❌	0
Compress and Control	✅	❌	✅	❌	❌	❌	✅	3
Compute Less to Get More: Using ORC to Improve Sparse Filtering	❌	❌	✅	✅	❌	❌	✅	3
Computing Nash Equilibrium in Interdependent Defense Games	✅	❌	✅	❌	❌	❌	✅	3
Concurrent PAC RL	✅	❌	❌	❌	❌	❌	✅	2
Conducting Neuroscience to Guide the Development of AI	❌	❌	✅	✅	❌	❌	✅	3
Congestion Games with Distance-Based Strict Uncertainty	❌	❌	❌	❌	❌	❌	❌	0
Consistent Knowledge Discovery from Evolving Ontologies	✅	❌	❌	❌	✅	❌	✅	3
Constrained NMF-Based Multi-View Clustering on Unmapped Data	✅	❌	✅	❌	❌	❌	✅	3
Constructing Models of User and Task Characteristics from Eye Gaze Data for User-Adaptive Information Highlighting	❌	❌	❌	✅	❌	❌	✅	2
Content-Aware Point of Interest Recommendation on Location-Based Social Networks	✅	❌	❌	❌	❌	❌	✅	2
Content-Based Collaborative Filtering for News Topic Recommendation	✅	❌	❌	❌	❌	❌	✅	2
Continuity Editing for 3D Animation	❌	❌	✅	❌	❌	❌	✅	2
Contrastive Unsupervised Word Alignment with Non-Local Features	❌	❌	✅	✅	❌	❌	❌	2
Controlled School Choice with Soft Bounds and Overlapping Types	✅	❌	❌	❌	❌	❌	✅	2
Conventional Machine Learning for Social Choice	✅	❌	✅	❌	❌	❌	❌	2
Convergent Plans for Large-Scale Evacuations	✅	❌	❌	❌	✅	✅	✅	4
Convex Batch Mode Active Sampling via α-Relative Pearson Divergence	✅	❌	✅	❌	❌	❌	✅	3
Cooperating with Unknown Teammates in Complex Domains: A Robot Soccer Case Study of Ad Hoc Teamwork	✅	❌	✅	❌	❌	❌	✅	3
Cooperative Game Solution Concepts that Maximize Stability under Noise	❌	❌	❌	❌	❌	❌	❌	0
Coupled Collaborative Filtering for Context-aware Recommendation	❌	❌	✅	❌	❌	❌	✅	2
Coupled Interdependent Attribute Analysis on Mixed Data	❌	❌	✅	❌	❌	❌	✅	2
Cross-Modal Image Clustering via Canonical Correlation Analysis	✅	❌	✅	❌	❌	❌	✅	3
Cross-Modal Similarity Learning via Pairs, Preferences, and Active Supervision	❌	❌	✅	✅	❌	❌	❌	2
Crowd Motion Monitoring with Thermodynamics-Inspired Feature	❌	❌	✅	❌	❌	❌	❌	1
CrowdMR: Integrating Crowdsourcing with MapReduce for AI-Hard Problems	❌	❌	❌	❌	❌	❌	❌	0
CrowdWON: A Modelling Language for Crowd Processes based on Workflow Nets	❌	❌	❌	❌	❌	❌	❌	0
Crowdsourced Action-Model Acquisition for Planning	✅	❌	✅	❌	❌	❌	✅	3
Crowdsourcing Complex Workflows under Budget Constraints	❌	❌	✅	❌	❌	❌	✅	2
Cupid: Commitments in Relational Algebra	❌	❌	❌	❌	❌	❌	❌	0
Data Analysis and Optimization for (Citi)Bike Sharing	❌	❌	❌	❌	✅	❌	✅	2
Data Science for Social Good — 2014 KDD Highlights	❌	❌	❌	❌	❌	❌	❌	0
Dataless Text Classification with Descriptive LDA	✅	❌	✅	✅	❌	❌	✅	4
Dealing with Trouble: A Data-Driven Model of a Repair Type for a Conversational Agent	❌	❌	✅	❌	❌	✅	❌	2
Deep Modeling Complex Couplings within Financial Markets	❌	❌	✅	✅	❌	❌	✅	3
Deep Representation Learning with Target Coding	❌	❌	✅	✅	❌	❌	❌	2
DeepTutor: An Effective, Online Intelligent Tutoring System That Promotes Deep Learning	❌	❌	❌	❌	❌	❌	❌	0
Designing Vaccines that Are Robust to Virus Escape	❌	❌	❌	❌	❌	❌	❌	0
Detecting Change Points in the Large-Scale Structure of Evolving Networks	❌	✅	✅	❌	❌	❌	✅	3
Detecting and Tracking Concept Class Drift and Emergence in Non-Stationary Fast Data Streams	✅	❌	✅	❌	❌	❌	✅	3
Dialogue Understanding in a Logic of Action and Belief	❌	❌	❌	❌	❌	❌	❌	0
Dictionary Learning with Mutually Reinforcing Group-Graph Structures	❌	❌	✅	❌	❌	❌	✅	2
Discretization of Temporal Models with Application to Planning with SMT	❌	❌	✅	❌	✅	❌	✅	3
Discriminative Feature Grouping	❌	❌	✅	✅	❌	❌	✅	3
Distributed Multiplicative Weights Methods for DCOP	✅	❌	❌	❌	✅	✅	✅	4
Distributing Coalition Value Calculations to Coalition Members	✅	❌	❌	❌	❌	❌	❌	1
Do Capacity Constraints Constrain Coalitions?	✅	❌	❌	❌	❌	❌	❌	1
Don’t Fall for Tuning Parameters: Tuning-Free Variable Selection in High Dimensions With the TREX	✅	❌	✅	✅	✅	✅	✅	6
Doubly Robust Covariate Shift Correction	❌	❌	✅	✅	❌	❌	✅	3
DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization	✅	❌	❌	❌	✅	❌	✅	3
Effect of Spatial Pooler Initialization on Column Activity in Hierarchical Temporal Memory	❌	❌	❌	❌	❌	❌	✅	1
Effectively Predicting Whether and When a Topic Will Become Prevalent in a Social Network	❌	❌	✅	❌	❌	❌	✅	2
Efficient Active Learning of Halfspaces via Query Synthesis	✅	❌	❌	❌	❌	✅	✅	3
Efficient Benchmarking of Hyperparameter Optimizers via Surrogates	❌	❌	✅	✅	✅	✅	✅	5
Efficient Bounds in Heuristic Search Algorithms for Stochastic Shortest Path Problems	✅	❌	✅	❌	❌	❌	❌	2
Efficient Computation of Semivalues for Game-Theoretic Network Centrality	✅	❌	❌	❌	❌	❌	❌	1
Efficient Extraction of QBF (Counter)models from Long-Distance Resolution Proofs	✅	✅	✅	❌	✅	❌	❌	4
Efficient Task Sub-Delegation for Crowdsourcing	✅	❌	✅	❌	❌	❌	✅	3
Efficient Top-k Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling	✅	✅	✅	❌	✅	❌	✅	5
Egalitarian Collective Decision Making under Qualitative Possibilistic Uncertainty: Principles and Characterization	❌	❌	❌	❌	❌	❌	❌	0
Eigenvalues Ratio for Kernel Selection of Kernel Methods	❌	❌	✅	✅	❌	❌	✅	3
Elections with Few Voters: Candidate Control Can Be Easy	❌	❌	❌	❌	❌	❌	❌	0
Elicitation for Aggregation	❌	❌	❌	❌	❌	❌	❌	0
Embedded Unsupervised Feature Selection	✅	✅	✅	❌	❌	❌	✅	4
Emerging Architectures for Global System Science	❌	❌	❌	❌	❌	❌	❌	0
Energy Disaggregation via Learning Powerlets and Sparse Coding	❌	❌	✅	❌	❌	❌	✅	2
Energy Usage Behavior Modeling in Energy Disaggregation via Marked Hawkes Process	❌	❌	✅	❌	❌	❌	❌	1
English Light Verb Construction Identification Using Lexical Knowledge	❌	❌	✅	❌	❌	❌	❌	1
Entity Resolution in a Big Data Framework	❌	❌	❌	❌	❌	❌	❌	0
Envy-Free Cake-Cutting in Two Dimensions	❌	❌	❌	❌	❌	❌	❌	0
Estimating Temporal Dynamics of Human Emotions	❌	❌	❌	✅	❌	❌	❌	1
Every Team Deserves a Second Chance: Identifying When Things Go Wrong (Student Abstract Version)	❌	❌	❌	✅	❌	✅	✅	3
Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds	❌	❌	✅	❌	❌	❌	✅	2
Existential Rule Languages with Finite Chase: Complexity and Expressiveness	❌	❌	❌	❌	❌	❌	❌	0
Explaining Answer Set Programming in Argumentative Terms	❌	❌	❌	❌	❌	❌	❌	0
Explaining Watson: Polymath Style	❌	❌	❌	❌	❌	❌	❌	0
Exploiting Determinism to Scale Relational Inference	✅	❌	✅	✅	✅	✅	✅	6
Exploiting Parallelism for Hard Problems in Abstract Argumentation	✅	❌	❌	❌	✅	❌	✅	3
Exploiting Submodular Value Functions for Faster Dynamic Sensor Selection	✅	❌	✅	❌	❌	❌	❌	2
Exploiting Task-Feature Co-Clusters in Multi-Task Learning	✅	❌	✅	✅	❌	❌	✅	4
Exploiting Variable Associations to Configure Efficient Local Search in Large-Scale Set Partitioning Problems	✅	❌	✅	❌	✅	✅	✅	5
Exploiting the Structure of Distributed Constraint Optimization Problems	❌	❌	❌	❌	❌	❌	❌	0
Exploring Information Asymmetry in Two-Stage Security Games	✅	❌	✅	❌	❌	❌	❌	2
Exploring Key Concept Paraphrasing Based on Pivot Language Translation for Question Retrieval	❌	❌	✅	✅	❌	❌	❌	2
Exploring Semantic Inter-Class Relationships (SIR) for Zero-Shot Action Recognition	❌	❌	✅	✅	❌	❌	✅	3
Exploring Social Context for Topic Identification in Short and Noisy Texts	❌	❌	✅	✅	❌	❌	✅	3
Exploring the KD45 Property of a Kripke Model After the Execution of an Action Sequence	❌	❌	❌	❌	❌	❌	❌	0
Expressing Arbitrary Reward Functions as Potential-Based Advice	❌	❌	✅	❌	❌	❌	✅	2
Extended Property Paths: Writing More SPARQL Queries in a Succinct Way	✅	✅	✅	❌	✅	❌	❌	4
Extending Analogical Generalization with Near-Misses	✅	❌	❌	✅	❌	❌	✅	3
Extracting Adverse Drug Reactions from Social Media	❌	❌	✅	✅	❌	❌	✅	3
Extracting Bounded-Level Modules from Deductive RDF Triplestores	✅	❌	✅	❌	❌	✅	✅	4
Extracting Verb Expressions Implying Negative Opinions	✅	❌	❌	❌	❌	❌	❌	1
FACES: Diversity-Aware Entity Summarization Using Incremental Hierarchical Conceptual Clustering	❌	❌	✅	❌	✅	❌	✅	3
Facility Location with Double-Peaked Preferences	❌	❌	❌	❌	❌	❌	❌	0
Factored MCTS for Large Scale Stochastic Planning	❌	❌	✅	❌	✅	❌	✅	3
Factored Symmetries for Merge-and-Shrink Abstractions	✅	❌	❌	❌	✅	❌	✅	3
Fair Information Sharing for Treasure Hunting	✅	❌	❌	❌	❌	❌	❌	1
Fast Convention Formation in Dynamic Networks Using Topological Knowledge	✅	❌	❌	❌	❌	❌	✅	2
Fast Gradient Descent for Drifting Least Squares Regression, with Application to Bandits	✅	❌	✅	❌	❌	❌	❌	2
Fast and Accurate Prediction of Sentence Specificity	✅	❌	✅	✅	❌	❌	✅	4
Finding Meaningful Gaps to Guide Data Acquisition for a Radiation Adjudication System	❌	❌	❌	❌	❌	❌	❌	0
Finding a Collective Set of Items: From Proportional Multirepresentation to Group Recommendation	✅	❌	❌	❌	❌	❌	❌	1
Forecasting Collector Road Speeds Under High Percentage of Missing Data	✅	❌	❌	❌	✅	❌	✅	3
From Classical to Consistent Query Answering under Existential Rules	✅	❌	❌	❌	❌	❌	❌	1
From Non-Negative to General Operator Cost Partitioning	❌	❌	✅	❌	✅	✅	✅	4
Fully Proportional Representation with Approval Ballots: Approximating the MaxCover Problem with Bounded Frequencies in FPT Time	✅	❌	❌	❌	❌	❌	❌	1
FutureMatch: Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments	❌	❌	❌	❌	❌	❌	❌	0
GEF: A Self-Programming Robot Using Grammatical Evolution	❌	❌	❌	❌	❌	❌	❌	0
Game-Theoretic Approach for Non-Cooperative Planning	❌	❌	✅	❌	❌	✅	✅	3
Gaussian Cardinality Restricted Boltzmann Machines	✅	❌	✅	❌	❌	❌	✅	3
Gazetteer-Independent Toponym Resolution Using Geographic Word Profiles	❌	✅	✅	✅	❌	❌	✅	4
Gene Selection in Microarray Datasets Using Progressively Refined PSO Scheme	✅	❌	✅	✅	❌	❌	✅	4
Generalization Analysis for Game-Theoretic Machine Learning	❌	❌	❌	❌	❌	❌	❌	0
Generalized Singular Value Thresholding	✅	❌	✅	❌	❌	❌	✅	3
Generating Event Causality Hypotheses through Semantic Relations	❌	❌	✅	❌	❌	❌	❌	1
Global Policy Construction in Modular Reinforcement Learning	❌	❌	❌	❌	❌	❌	✅	1
Goal Recognition Design for Non-Optimal Agents	❌	❌	✅	❌	❌	❌	✅	2
Going Beyond Literal Command-Based Instructions: Extending Robotic Natural Language Interaction Capabilities	✅	❌	❌	❌	✅	❌	✅	3
Graph-Sparse LDA: A Topic Model with Structured Sparsity	❌	❌	✅	❌	❌	❌	✅	2
Graphical Representation of Assumption-Based Argumentation	❌	❌	❌	❌	❌	❌	❌	0
Grounded Fixpoints	❌	❌	❌	❌	❌	❌	❌	0
HVAC-Aware Occupancy Scheduling	❌	❌	✅	❌	✅	✅	✅	4
HVAC-Aware Occupancy Scheduling (Extended Abstract)	❌	❌	❌	❌	❌	❌	✅	1
Handling Owl:sameAs via Rewriting	❌	✅	✅	❌	✅	❌	✅	4
Handling Uncertainty in Answer Set Programming	❌	❌	❌	❌	❌	❌	❌	0
Hedonic Coalition Formation in Networks	❌	❌	❌	❌	❌	❌	❌	0
Heuristic Induction of Rate-Based Process Models	❌	❌	✅	❌	❌	❌	✅	2
Heuristics and Symmetries in Classical Planning	❌	❌	❌	❌	❌	❌	❌	0
Hierarchical Monte-Carlo Planning	✅	❌	❌	❌	❌	❌	✅	2
High-Confidence Off-Policy Evaluation	❌	❌	❌	✅	❌	❌	✅	2
High-Performance Distributed ML at Scale through Parameter Server Consistency Models	❌	❌	✅	❌	✅	❌	✅	3
How Many Diagnoses Do We Need?	❌	❌	✅	❌	❌	❌	✅	2
Identifying At-Risk Students in Massive Open Online Courses	❌	❌	❌	✅	❌	❌	✅	2
Impact of Modeling Languages on the Theory and Practice in Planning Research	❌	❌	❌	❌	❌	❌	❌	0
Improved Local Search for Binary Matrix Factorization	❌	❌	✅	❌	❌	❌	✅	2
Improving Approximate Value Iteration with Complex Returns by Bounding	✅	❌	✅	❌	❌	❌	✅	3
Improving Cross-Domain Recommendation through Probabilistic Cluster-Level Latent Factor Model	❌	❌	✅	✅	❌	❌	✅	3
Improving Exploration in UCT Using Local Manifolds	❌	❌	❌	❌	❌	❌	✅	1
Improving Microblog Retrieval from Exterior Corpus by Automatically Constructing Microblogging Corpus	❌	❌	❌	❌	❌	❌	❌	0
Improving Multi-Step Prediction of Learned Time Series Models	✅	❌	✅	❌	❌	❌	✅	3
Incentive Networks	❌	❌	❌	❌	❌	❌	❌	0
Incentives for Subjective Evaluations with Private Beliefs	❌	❌	❌	❌	❌	❌	❌	0
Incentivizing Users for Balancing Bike Sharing Systems	✅	❌	✅	❌	❌	❌	✅	3
Incorporating Assortativity and Degree Dependence into Scalable Network Models	✅	❌	✅	❌	❌	❌	✅	3
Incorporating Implicit Link Preference Into Overlapping Community Detection	✅	❌	✅	✅	❌	❌	❌	3
Incremental Update of Datalog Materialisation: the Backward/Forward Algorithm	✅	✅	✅	❌	✅	❌	❌	4
Incremental Weight Elicitation for Multiobjective State Space Search	✅	❌	❌	❌	❌	❌	✅	2
Inertial Hidden Markov Models: Modeling Change in Multivariate Time Series	❌	❌	✅	❌	❌	❌	✅	2
Inference Graphs: Combining Natural Deduction and Subsumption Inference in a Concurrent Reasoner	❌	❌	❌	❌	✅	❌	✅	2
Inferring Latent User Properties from Texts Published in Social Media	❌	❌	❌	❌	❌	❌	❌	0
Inferring Same-As Facts from Linked Data: An Iterative Import-by-Query Approach	❌	❌	✅	❌	✅	❌	✅	3
Influence-Driven Model for Time Series Prediction from Partial Observations	❌	❌	✅	❌	❌	❌	✅	2
Information Gathering and Reward Exploitation of Subgoals for POMDPs	✅	❌	✅	❌	✅	✅	✅	5
Initializing Bayesian Hyperparameter Optimization via Meta-Learning	✅	❌	✅	✅	❌	❌	✅	4
Instance-Driven Ontology Evolution in DL-Lite	✅	❌	❌	❌	❌	❌	❌	1
Integrating Features and Similarities: Flexible Models for Heterogeneous Multiview Data	❌	❌	✅	✅	❌	❌	✅	3
Integrating Image Clustering and Codebook Learning	❌	❌	✅	❌	❌	❌	✅	2
Integration and Evaluation of a Matrix Factorization Sequencer in Large Commercial ITS	✅	❌	❌	❌	✅	❌	✅	3
Intelligent Agents for Rehabilitation and Care of Disabled and Chronic Patients	❌	❌	❌	❌	❌	❌	❌	0
Intent Prediction and Trajectory Forecasting via Predictive Inverse Linear-Quadratic Regulation	❌	❌	✅	✅	✅	✅	✅	5
Interactive Narrative Planning in The Best Laid Plans	❌	✅	❌	❌	❌	✅	✅	3
Interactive Query-Based Debugging of ASP Programs	✅	✅	❌	❌	❌	❌	❌	2
Is It Rectangular? Using I Spy as an Interactive, Game-Based Approach to Multimodal Robot Learning	❌	❌	❌	❌	✅	❌	✅	2
Joint Anaphoricity Detection and Coreference Resolution with Constrained Latent Structures	✅	❌	✅	✅	❌	❌	✅	4
Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework	❌	❌	✅	❌	❌	❌	✅	2
Just Count the Satisfied Groundings: Scalable Local-Search and Sampling Based Inference in MLNs	❌	❌	✅	❌	❌	❌	❌	1
Just-in-Time Hierarchical Constraint Decomposition	❌	❌	❌	❌	❌	❌	❌	0
Justified Representation in Approval-Based Committee Voting	❌	❌	❌	❌	❌	❌	❌	0
Kernel Density Estimation for Text-Based Geolocation	❌	✅	✅	✅	❌	❌	✅	4
Kernelized Online Imbalanced Learning with Fixed Budgets	✅	✅	✅	✅	❌	❌	✅	5
Kickback Cuts Backprop’s Red-Tape: Biologically Plausible Credit Assignment in Neural Networks	✅	❌	✅	✅	❌	❌	✅	4
Knowledge Forgetting in Circumscription: A Preliminary Report	✅	❌	❌	❌	❌	❌	❌	1
Knowledge Representation and Reasoning: What’s Hot	❌	❌	❌	❌	❌	❌	❌	0
Knowledge-Based Probabilistic Logic Learning	✅	❌	✅	✅	❌	❌	✅	4
LARS: A Logic-Based Framework for Analyzing Reasoning over Streams	❌	❌	❌	❌	❌	❌	❌	0
LOL — Laugh Out Loud	❌	❌	❌	❌	✅	❌	✅	2
Lagrangian Decomposition Algorithm for Allocating Marketing Channels	❌	❌	✅	❌	✅	✅	✅	4
Language Independent Feature Extractor	❌	❌	❌	❌	❌	❌	❌	0
Languages for Learning and Mining	✅	❌	❌	❌	❌	❌	❌	1
Large Margin Metric Learning for Multi-Label Prediction	✅	❌	✅	✅	✅	❌	✅	5
Large-Margin Multi-Label Causal Feature Learning	❌	❌	✅	✅	❌	❌	✅	3
Large-Scale Multi-View Spectral Clustering via Bipartite Graph	✅	❌	✅	✅	✅	✅	✅	6
Lazier Than Lazy Greedy	✅	❌	✅	❌	❌	❌	✅	3
Learning Entity and Relation Embeddings for Knowledge Graph Completion	❌	✅	✅	✅	❌	❌	✅	4
Learning Face Hallucination in the Wild	❌	❌	❌	✅	❌	❌	✅	2
Learning Greedy Policies for the Easy-First Framework	✅	❌	✅	✅	❌	❌	✅	4
Learning Hybrid Models with Guarded Transitions	❌	❌	❌	❌	❌	❌	✅	1
Learning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal Preferences with Application to Migratory Pastoralism in East Africa	✅	❌	✅	✅	❌	❌	✅	4
Learning Multi-Level Task Groups in Multi-Task Learning	✅	❌	✅	✅	❌	❌	✅	4
Learning Partial Lexicographic Preference Trees over Combinatorial Domains	✅	❌	❌	❌	❌	❌	❌	1
Learning Plausible Inferences from Semantic Web Knowledge by Combining Analogical Generalization with Structured Logistic Regression	❌	❌	✅	✅	❌	❌	✅	3
Learning Predictable and Discriminative Attributes for Visual Recognition	✅	❌	✅	✅	✅	❌	✅	5
Learning Relational Kalman Filtering	✅	✅	✅	❌	❌	❌	✅	4
Learning Relational Sum-Product Networks	✅	❌	✅	✅	❌	✅	✅	5
Learning Robust Locality Preserving Projection via p-Order Minimization	✅	❌	✅	❌	❌	❌	✅	3
Learning Sparse Representations from Datasets with Uncertain Group Structures: Model, Algorithm and Applications	✅	❌	✅	✅	❌	❌	✅	4
Learning User-Specific Latent Influence and Susceptibility from Information Cascades	✅	❌	✅	❌	❌	❌	✅	3
Learning Valuation Distributions from Partial Observation	✅	❌	❌	❌	❌	❌	❌	1
Learning Word Representations from Relational Graphs	✅	❌	✅	❌	❌	❌	✅	3
Learning Word Vectors Efficiently Using Shared Representations and Document Representations	❌	❌	✅	❌	❌	❌	❌	1
Learning to Describe Video with Weak Supervision by Exploiting Negative Sentential Information	❌	❌	❌	✅	❌	❌	✅	2
Learning to Hash on Structured Data	✅	❌	✅	✅	✅	❌	✅	5
Learning to Manipulate Unknown Objects in Clutter by Reinforcement	❌	❌	❌	✅	❌	❌	✅	2
Learning to Mediate Perceptual Differences in Situated Human-Robot Dialogue	❌	❌	✅	❌	❌	❌	✅	2
Learning to Recommend Quotes for Writing	❌	❌	✅	✅	❌	❌	✅	3
Learning to Reject Sequential Importance Steps for Continuous-Time Bayesian Networks	✅	✅	✅	❌	❌	❌	✅	4
Learning to Uncover Deep Musical Structure	❌	❌	✅	✅	❌	❌	✅	3
Leveraging Common Structure to Improve Prediction across Related Datasets	❌	❌	❌	❌	❌	❌	❌	0
Leveraging Features and Networks for Probabilistic Tensor Decomposition	❌	❌	✅	❌	❌	❌	✅	2
Leveraging Social Foci for Information Seeking in Social Media	✅	❌	❌	❌	❌	❌	✅	2
Lifted Probabilistic Inference for Asymmetric Graphical Models	✅	❌	✅	❌	❌	❌	✅	3
Lifting Model Sampling for General Game Playing to Incomplete-Information Models	❌	❌	❌	❌	❌	❌	✅	1
Limitations of Front-To-End Bidirectional Heuristic Search	❌	❌	✅	❌	❌	❌	✅	2
Linear-Time Gibbs Sampling in Piecewise Graphical Models	❌	❌	❌	❌	✅	❌	✅	2
Local Context Sparse Coding	✅	❌	✅	✅	❌	❌	✅	4
Localized Centering: Reducing Hubness in Large-Sample Data	❌	❌	✅	✅	❌	❌	✅	3
Logic Programming in Assumption-Based Argumentation Revisited – Semantics and Graphical Representation	❌	❌	❌	❌	❌	❌	❌	0
Loss-Calibrated Monte Carlo Action Selection	❌	❌	❌	❌	❌	❌	✅	1
Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification	✅	❌	✅	✅	❌	❌	✅	4
Low-Rank Similarity Metric Learning in High Dimensions	✅	❌	✅	✅	❌	❌	✅	4
Lower and Upper Bounds for SPARQL Queries over OWL Ontologies	❌	✅	✅	❌	✅	✅	❌	4
Machine Teaching: An Inverse Problem to Machine Learning and an Approach Toward Optimal Education	❌	❌	❌	❌	❌	❌	❌	0
Marginalized Denoising for Link Prediction and Multi-Label Learning	✅	✅	✅	✅	✅	❌	✅	6
Massively Parallel A* Search on a GPU	✅	❌	✅	❌	✅	❌	✅	4
Matching with Dynamic Ordinal Preferences	✅	❌	❌	❌	❌	❌	❌	1
Maximin Separation Probability Clustering	✅	❌	✅	❌	✅	❌	✅	4
Measuring Plan Diversity: Pathologies in Existing Approaches and A New Plan Distance Metric	❌	❌	✅	❌	❌	❌	✅	2
Mechanism Design for Team Formation	✅	❌	✅	❌	❌	❌	✅	3
Mechanism Learning with Mechanism Induced Data	❌	❌	❌	❌	❌	❌	❌	0
Metric Learning Driven Multi-Task Structured Output Optimization for Robust Keypoint Tracking	✅	❌	✅	❌	✅	❌	✅	4
Microblog Sentiment Classification with Contextual Knowledge Regularization	✅	❌	✅	✅	❌	❌	❌	3
Minimizing User Involvement for Accurate Ontology Matching Problems	✅	❌	❌	❌	✅	❌	❌	2
Mining Query Subtopics from Questions in Community Question Answering	✅	❌	❌	✅	❌	❌	✅	3
Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network	✅	❌	❌	✅	❌	❌	❌	2
Mining User Intents in Twitter: A Semi-Supervised Approach to Inferring Intent Categories for Tweets	❌	❌	✅	✅	❌	❌	✅	3
Mining User Interests from Personal Photos	❌	❌	❌	❌	❌	❌	✅	1
Model-Based Reinforcement Learning in Continuous Environments Using Real-Time Constrained Optimization	✅	❌	❌	❌	❌	❌	✅	2
Modeling Eye Movements when Reading Microblogs	❌	❌	❌	❌	❌	❌	❌	0
Modeling Status Theory in Trust Prediction	✅	❌	✅	✅	❌	❌	✅	4
Modeling with Node Degree Preservation Can Accurately Find Communities	❌	❌	✅	❌	❌	❌	✅	2
Modelling Class Noise with Symmetric and Asymmetric Distributions	✅	❌	✅	✅	❌	❌	✅	4
Modelling Individual Negative Emotion Spreading Process with Mobile Phones	❌	❌	✅	❌	❌	❌	❌	1
Moral Decision-Making by Analogy: Generalizations versus Exemplars	❌	❌	✅	❌	❌	❌	✅	2
Multi-Agent Dynamic Coupling for Cooperative Vehicles Modeling	❌	❌	❌	❌	❌	❌	❌	0
Multi-Agent Path Finding on Strongly Biconnected Digraphs	✅	❌	❌	❌	❌	❌	❌	1
Multi-Agent Pathfinding as a Combinatorial Auction	❌	❌	✅	❌	❌	❌	✅	2
Multi-Agent Team Formation: Solving Complex Problems by Aggregating Opinions	❌	❌	❌	❌	❌	❌	❌	0
Multi-Document Summarization Based on Two-Level Sparse Representation Model	✅	❌	✅	❌	✅	❌	❌	3
Multi-Objective MDPs with Conditional Lexicographic Reward Preferences	✅	❌	✅	❌	✅	✅	✅	5
Multi-Objective Reinforcement Learning with Continuous Pareto Frontier Approximation	❌	❌	❌	❌	❌	❌	✅	1
Multi-Robot Auctions for Allocation of Tasks with Temporal Constraints	✅	❌	✅	❌	❌	❌	✅	3
Multi-Source Domain Adaptation: A Causal View	❌	❌	✅	✅	❌	❌	✅	3
Multi-Task Learning and Algorithmic Stability	❌	❌	❌	❌	❌	❌	❌	0
Multi-View Point Registration via Alternating Optimization	✅	❌	✅	❌	✅	✅	❌	4
Multi-tensor Completion with Common Structures	✅	❌	✅	❌	❌	❌	❌	2
Multimedia Data for the Visually Impaired	✅	❌	❌	❌	❌	❌	❌	1
Multivariate Conditional Anomaly Detection and Its Clinical Application	❌	❌	✅	✅	❌	❌	✅	3
Never-Ending Learning	❌	❌	✅	❌	❌	❌	❌	1
Noise-Robust Semi-Supervised Learning by Large-Scale Sparse Coding	✅	❌	✅	✅	✅	✅	✅	6
Non-Classical Planning for Robotic Applications	❌	❌	❌	❌	❌	❌	❌	0
Non-Linear Regression for Bag-of-Words Data via Gaussian Process Latent Variable Set Model	❌	❌	❌	✅	❌	❌	✅	2
Nonparametric Scoring Rules	❌	❌	❌	❌	✅	❌	✅	2
Nonstationary Gaussian Process Regression for Evaluating Repeated Clinical Laboratory Tests	✅	❌	❌	❌	❌	❌	✅	2
Novel Mechanisms for Online Crowdsourcing with Unreliable, Strategic Agents	❌	❌	❌	❌	❌	❌	✅	1
Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation	❌	❌	✅	✅	✅	❌	✅	4
OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation	✅	✅	✅	❌	❌	❌	✅	4
Obtaining Well Calibrated Probabilities Using Bayesian Binning	❌	✅	✅	❌	❌	❌	✅	3
On Computing Explanations in Argumentation	❌	❌	❌	❌	❌	❌	❌	0
On Computing Maximal Subsets of Clauses that Must Be Satisfiable with Possibly Mutually-Contradictory Assumptive Contexts	✅	✅	❌	❌	✅	❌	✅	4
On Correcting Misspelled Queries in Email Search	❌	❌	✅	❌	❌	❌	❌	1
On Elementary Loops and Proper Loops for Disjunctive Logic Programs	✅	❌	✅	❌	✅	❌	✅	4
On Fairness in Decision-Making under Uncertainty: Definitions, Computation, and Comparison	❌	❌	❌	❌	❌	❌	❌	0
On Information Coverage for Location Category Based Point-of-Interest Recommendation	✅	❌	✅	❌	✅	❌	✅	4
On Interruptible Pure Exploration in Multi-Armed Bandits	✅	❌	❌	❌	❌	❌	✅	2
On Machine Learning towards Predictive Sales Pipeline Analytics	✅	❌	❌	❌	❌	❌	❌	1
On Manipulablity of Random Serial Dictatorship in Sequential Matching with Dynamic Preferences	❌	❌	❌	❌	❌	❌	❌	0
On Unconstrained Quasi-Submodular Function Optimization	✅	❌	❌	❌	✅	❌	✅	3
On Vectorization of Deep Convolutional Neural Networks for Vision Tasks	❌	❌	✅	❌	✅	❌	✅	3
On a Competitive Secretary Problem	❌	❌	❌	❌	❌	❌	❌	0
On the Convergence of Iterative Voting: How Restrictive Should Restricted Dynamics Be?	❌	❌	❌	❌	❌	❌	❌	0
On the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions	✅	❌	❌	❌	❌	❌	✅	2
On the Diagnosis of Cyber-Physical Production Systems	❌	❌	❌	❌	❌	❌	❌	0
On the Equivalence of Linear Discriminant Analysis and Least Squares	✅	❌	✅	❌	✅	❌	✅	4
On the Impossibility of Convex Inference in Human Computation	❌	❌	❌	❌	❌	❌	❌	0
On the Role of Canonicity in Knowledge Compilation	✅	✅	❌	❌	❌	❌	✅	3
On the Scalable Learning of Stochastic Blockmodel	✅	❌	✅	❌	✅	❌	✅	4
Online Bandit Learning for a Special Class of Non-Convex Losses	✅	❌	❌	❌	❌	❌	❌	1
Online Bayesian Models for Personal Analytics in Social Media	❌	❌	✅	✅	❌	❌	✅	3
Online Boosting Algorithms for Anytime Transfer and Multitask Learning	✅	❌	✅	✅	❌	❌	❌	3
Online Detection of Abnormal Events Using Incremental Coding Length	✅	❌	✅	✅	❌	❌	❌	3
Online Dictionary Learning on Symmetric Positive Definite Manifolds with Vision Applications	✅	❌	✅	✅	✅	❌	✅	5
Online Learning and Profit Maximization from Revealed Preferences	✅	❌	❌	❌	❌	❌	❌	1
Ontology Module Extraction via Datalog Reasoning	❌	❌	✅	❌	✅	❌	✅	3
Ontology-Based Information Extraction with a Cognitive Agent	❌	❌	❌	❌	❌	❌	❌	0
Optimal Column Subset Selection by A-Star Search	✅	❌	✅	❌	❌	❌	❌	2
Optimal Cost Almost-Sure Reachability in POMDPs	✅	❌	✅	❌	❌	✅	✅	4
Optimal Estimation of Multivariate ARMA Models	✅	❌	✅	✅	❌	❌	✅	4
Optimal Machine Strategies to Commit to in Two-Person Repeated Games	✅	❌	❌	❌	❌	❌	❌	1
Optimal Multi-Agent Pathfinding Algorithms	❌	❌	❌	❌	❌	❌	❌	0
Optimal Personalized Filtering Against Spear-Phishing Attacks	✅	❌	✅	❌	❌	❌	✅	3
Optimizing Bag Features for Multiple-Instance Retrieval	❌	❌	✅	✅	❌	❌	✅	3
Optimizing the CVaR via Sampling	✅	❌	✅	❌	❌	❌	✅	3
Ordering-Sensitive and Semantic-Aware Topic Modeling	✅	❌	✅	❌	❌	❌	✅	3
Outlier-Robust Convex Segmentation	✅	❌	✅	❌	❌	❌	✅	3
PD Disease State Assessment in Naturalistic Environments Using Deep Learning	❌	❌	✅	✅	❌	❌	✅	3
Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation	❌	❌	✅	❌	✅	❌	✅	3
Parallelized Hitting Set Computation for Model-Based Diagnosis	✅	❌	✅	❌	✅	✅	✅	5
Pareto Ensemble Pruning	✅	❌	✅	✅	❌	❌	✅	4
Partial Meet Revision and Contraction in Logic Programs	✅	❌	❌	❌	❌	❌	❌	1
Pathway Graphical Lasso	❌	✅	✅	❌	✅	❌	✅	4
Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery	✅	❌	✅	❌	❌	❌	❌	2
Pattern-Based Variant-Best-Neighbors Respiratory Motion Prediction Using Orthogonal Polynomials Approximation	❌	❌	❌	❌	❌	❌	✅	1
Pearl’s Causality in a Logical Setting	❌	❌	❌	❌	❌	❌	❌	0
Perceiving Group Themes from Collective Social and Behavioral Information	✅	❌	❌	✅	❌	❌	✅	3
Person Identification Using Anthropometric and Gait Data from Kinect Sensor	❌	❌	✅	✅	❌	✅	✅	4
Personalized Tag Recommendation through Nonlinear Tensor Factorization Using Gaussian Kernel	❌	❌	✅	✅	✅	❌	❌	3
Phrase Type Sensitive Tensor Indexing Model for Semantic Composition	❌	❌	✅	❌	❌	❌	✅	2
Placing Influencing Agents in a Flock	❌	❌	❌	❌	❌	❌	✅	1
Planning Over Multi-Agent Epistemic States: A Classical Planning Approach	❌	❌	✅	❌	❌	❌	❌	1
Planning with Numeric Timed Initial Fluents	❌	❌	✅	❌	✅	❌	✅	3
Plurality Voting Under Uncertainty	❌	❌	❌	❌	❌	❌	❌	0
Policy Tree: Adaptive Representation for Policy Gradient	❌	❌	❌	❌	❌	❌	✅	1
Power System Restoration With Transient Stability	❌	❌	✅	❌	❌	✅	✅	3
Prajna: Towards Recognizing Whatever You Want from Images without Image Labeling	✅	❌	✅	✅	❌	❌	✅	4
Predicting Emotion Perception Across Domains: A Study of Singing and Speaking	❌	❌	❌	✅	❌	❌	❌	1
Predicting Peer-to-Peer Loan Rates Using Bayesian Non-Linear Regression	❌	❌	❌	✅	❌	❌	❌	1
Predicting the Demographics of Twitter Users from Website Traffic Data	❌	✅	❌	✅	❌	❌	✅	3
Predicting the Quality of User Experiences to Improve Productivity and Wellness	❌	❌	❌	✅	❌	❌	❌	1
Predisaster Preparation of Transportation Networks	❌	❌	✅	❌	✅	✅	❌	3
Preference Planning for Markov Decision Processes	✅	❌	✅	❌	✅	❌	✅	4
Price Evolution in a Continuous Double Auction Prediction Market With a Scoring-Rule Based Market Maker	❌	❌	❌	❌	❌	❌	✅	1
Probabilistic Attributed Hashing	✅	❌	✅	❌	✅	❌	✅	4
Probabilistic Graphical Models for Boosting Cardinal and Ordinal Peer Grading in MOOCs	❌	❌	❌	❌	❌	❌	✅	1
Probabilistic Planning with Risk-Sensitive Criterion	❌	❌	❌	❌	❌	❌	❌	0
Projection in the Epistemic Situation Calculus with Belief Conditionals	❌	❌	❌	❌	❌	❌	❌	0
Propagating Ranking Functions on a Graph: Algorithms and Applications	❌	❌	✅	❌	❌	❌	✅	2
Providing Arguments in Discussions Based on the Prediction of Human Argumentative Behavior	❌	❌	✅	✅	❌	❌	❌	2
Proximal Operators for Multi-Agent Path Planning	❌	❌	❌	❌	✅	✅	✅	3
Pruning Game Tree by Rollouts	✅	❌	❌	❌	❌	❌	❌	1
Query Abduction for ELH Ontologies	❌	❌	❌	❌	❌	❌	✅	1
Question/Answer Matching for CQA System via Combining Lexical and Sequential Information	❌	❌	❌	✅	❌	❌	✅	2
R1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection	❌	❌	✅	❌	✅	✅	✅	4
RAIN: Social Role-Aware Information Diffusion	❌	✅	✅	✅	❌	❌	✅	4
RANSAC versus CS-RANSAC	✅	❌	✅	❌	✅	❌	✅	4
Random Gradient Descent Tree: A Combinatorial Approach for SVM with Outliers	✅	❌	✅	✅	✅	❌	✅	5
Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization	❌	❌	✅	❌	❌	✅	✅	3
Real-Time Predictive Optimization for Energy Management in a Hybrid Electric Vehicle	✅	❌	✅	✅	❌	❌	✅	4
Real-Time Symbolic Dynamic Programming	✅	❌	❌	❌	❌	❌	✅	2
Realistic Assumptions for Attacks on Elections	❌	❌	✅	❌	❌	❌	❌	1
Recommending Positive Links in Signed Social Networks by Optimizing a Generalized AUC	✅	❌	✅	✅	❌	❌	✅	4
Recovering Causal Effects from Selection Bias	✅	❌	❌	❌	❌	❌	❌	1
Recurrent Convolutional Neural Networks for Text Classification	❌	❌	✅	✅	❌	❌	✅	3
Recursive Best-First Search with Bounded Overhead	✅	❌	✅	❌	✅	✅	✅	5
Refer-to-as Relations as Semantic Knowledge	❌	❌	✅	❌	❌	❌	✅	2
Relating Romanized Comments to News Articles by Inferring Multi-Glyphic Topical Correspondence	❌	✅	✅	❌	❌	✅	✅	4
Relational Stacked Denoising Autoencoder for Tag Recommendation	❌	❌	✅	✅	❌	❌	✅	3
Representation Discovery for MDPs Using Bisimulation Metrics	✅	❌	❌	❌	❌	❌	❌	1
Representation Learning for Aspect Category Detection in Online Reviews	❌	❌	✅	❌	❌	❌	✅	2
Representing Aggregators in Relational Probabilistic Models	❌	❌	❌	❌	❌	❌	❌	0
Resilient Upgrade of Electrical Distribution Grids	✅	❌	✅	❌	✅	❌	✅	4
Resolving Over-Constrained Probabilistic Temporal Problems through Chance Constraint Relaxation	✅	❌	❌	❌	❌	❌	✅	2
Retweet Behavior Prediction Using Hierarchical Dirichlet Process	✅	❌	❌	✅	❌	❌	✅	3
Reusing Previously Found A* Paths for Fast Goal-Directed Navigation in Dynamic Terrain	✅	❌	✅	❌	✅	❌	✅	4
Reward Shaping for Model-Based Bayesian Reinforcement Learning	✅	❌	✅	❌	❌	❌	✅	3
Risk Based Optimization for Improving Emergency Medical Systems	✅	❌	❌	❌	❌	❌	✅	2
Risk-Aware Scheduling throughout Planning and Execution	❌	❌	❌	❌	❌	❌	❌	0
RoboCup@Home — Benchmarking Domestic Service Robots	❌	❌	❌	❌	❌	❌	❌	0
Robot Learning Manipulation Action Plans by “Watching” Unconstrained Videos from the World Wide Web	❌	❌	✅	✅	❌	❌	✅	3
Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks	✅	❌	✅	✅	✅	❌	✅	5
Robust Subspace Clustering via Thresholding Ridge Regression	✅	✅	✅	❌	❌	❌	✅	4
Robustness in Probabilistic Temporal Planning	✅	❌	❌	❌	✅	❌	✅	3
SAT Modulo Monotonic Theories	❌	✅	❌	❌	✅	✅	✅	4
SAT-Based Strategy Extraction in Reachability Games	✅	❌	✅	❌	❌	❌	❌	2
SCRAM: Scalable Collision-avoiding Role Assignment with Minimal-Makespan for Formational Positioning	✅	✅	❌	❌	✅	❌	✅	4
SMT-Based Nonlinear PDDL+ Planning	✅	❌	✅	❌	❌	❌	✅	3
SMT-Based Validation of Timed Failure Propagation Graphs	❌	✅	✅	❌	✅	❌	✅	4
SP-SVM: Large Margin Classifier for Data on Multiple Manifolds	✅	❌	✅	✅	❌	❌	✅	4
Salient Object Detection via Objectness Proposals	❌	❌	✅	❌	✅	❌	✅	3
Sample-Targeted Clinical Trial Adaptation	❌	❌	❌	❌	❌	❌	✅	1
Sampling Representative Users from Large Social Networks	✅	✅	✅	❌	❌	❌	✅	4
Scalable Agent Modeling for Large Multiagent Systems	❌	❌	✅	❌	❌	❌	❌	1
Scalable Planning and Learning for Multiagent POMDPs	❌	❌	❌	❌	✅	❌	✅	2
Scalable and Interpretable Data Representation for High-Dimensional, Complex Data	❌	❌	✅	❌	❌	❌	✅	2
Scaling-Up Inference in Markov Logic	❌	❌	✅	❌	❌	❌	❌	1
Scheherazade: Crowd-Powered Interactive Narrative Generation	❌	❌	❌	❌	❌	❌	❌	0
Security Games with Protection Externalities	✅	❌	❌	❌	✅	✅	✅	4
Self-Organized Collective Decision-Making in a 100-Robot Swarm	❌	❌	❌	❌	✅	❌	✅	2
Self-Paced Curriculum Learning	✅	❌	✅	✅	❌	❌	❌	3
Self-Paced Learning for Matrix Factorization	✅	❌	✅	❌	❌	❌	✅	3
Semantic Lexicon Induction from Twitter with Pattern Relatedness and Flexible Term Length	❌	❌	❌	❌	❌	❌	✅	1
Semantic Representation	❌	❌	❌	❌	❌	❌	❌	0
Sense-Aaware Semantic Analysis: A Multi-Prototype Word Representation Model Using Wikipedia	❌	❌	✅	❌	✅	❌	✅	3
Sequence-Form Algorithm for Computing Stackelberg Equilibria in Extensive-Form Games	❌	❌	❌	❌	❌	✅	✅	2
Sharing Rides with Friends: A Coalition Formation Algorithm for Ridesharing	❌	❌	✅	❌	✅	❌	✅	3
Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction	✅	❌	✅	❌	❌	❌	✅	3
SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications	❌	❌	✅	❌	❌	❌	❌	1
SmartShift: Expanded Load Shifting Incentive Mechanism for Risk-Averse Consumers	✅	❌	✅	❌	❌	❌	✅	3
SoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering	✅	❌	✅	❌	❌	❌	✅	3
Social Hierarchical Learning	❌	❌	❌	❌	❌	❌	❌	0
Solving Distributed Constraint Optimization Problems Using Logic Programming	❌	❌	✅	❌	✅	❌	✅	3
Solving Games with Functional Regret Estimation	✅	❌	❌	❌	❌	❌	✅	2
Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization	✅	✅	✅	❌	✅	❌	✅	5
Solving Uncertain MDPs with Objectives that Are Separable over Instantiations of Model Uncertainty	❌	❌	❌	❌	❌	❌	❌	0
Solving and Explaining Analogy Questions Using Semantic Networks	✅	❌	✅	❌	❌	❌	✅	3
Some Fixed Parameter Tractability Results for Planning with Non-Acyclic Domain-Transition Graphs	✅	❌	❌	❌	❌	❌	❌	1
Sorted Neighborhood for the Semantic Web	❌	❌	❌	❌	❌	❌	❌	0
Sparse Bayesian Multiview Learning for Simultaneous Association Discovery and Diagnosis of Alzheimer’s Disease	❌	❌	✅	✅	❌	❌	✅	3
Sparse Deep Stacking Network for Image Classification	✅	❌	✅	✅	❌	❌	✅	4
Spatio-Spectral Exploration Combining In Situ and Remote Measurements	✅	❌	✅	❌	❌	❌	✅	3
Spatio-Temporal Signatures of User-Centric Data: How Similar Are We?	❌	❌	❌	❌	❌	❌	❌	0
Spectral Clustering Using Multilinear SVD: Analysis, Approximations and Applications	✅	❌	✅	❌	❌	❌	✅	3
Spectral Label Refinement for Noisy and Missing Text Labels	✅	❌	✅	❌	❌	❌	✅	3
Spectral Learning of Predictive State Representations with Insufficient Statistics	✅	❌	✅	❌	❌	❌	✅	3
Speech Adaptation in Extended Ambient Intelligence Environments	❌	❌	❌	❌	❌	❌	❌	0
Splitting a Logic Program Revisited	✅	✅	❌	❌	✅	✅	❌	4
Spontaneous Retrieval from Long-Term Memory for a Cognitive Architecture	❌	❌	❌	❌	❌	❌	✅	1
Stable Feature Selection from Brain sMRI	❌	❌	✅	✅	✅	✅	❌	4
Stable Invitations	❌	❌	❌	❌	❌	❌	❌	0
Stable Model Counting and Its Application in Probabilistic Logic Programming	❌	❌	✅	❌	✅	❌	❌	2
Steering Evolution Strategically: Computational Game Theory and Opponent Exploitation for Treatment Planning, Drug Design, and Synthetic Biology	❌	❌	❌	❌	❌	❌	❌	0
Stochastic Blockmodeling for Online Advertising	✅	❌	❌	❌	❌	❌	❌	1
Stochastic Local Search for Satisfiability Modulo Theories	✅	❌	✅	❌	✅	❌	✅	4
Strategic Voting and Strategic Candidacy	❌	❌	❌	❌	❌	❌	❌	0
Strategy-Proof and Efficient Kidney Exchange Using a Credit Mechanism	✅	✅	✅	❌	❌	❌	✅	4
Strong Bounds Consistencies and Their Application to Linear Constraints	✅	❌	✅	❌	❌	❌	✅	3
Strong Temporal Planning with Uncontrollable Durations: A State-Space Approach	✅	✅	✅	❌	✅	❌	✅	5
Structural Learning with Amortized Inference	✅	❌	✅	✅	✅	❌	✅	5
Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base	✅	❌	✅	❌	✅	❌	✅	4
Structured Sparsity with Group-Graph Regularization	✅	❌	✅	✅	❌	❌	✅	4
Sub-Merge: Diving Down to the Attribute-Value Level in Statistical Schema Matching	✅	❌	✅	❌	✅	❌	✅	4
Submodular Surrogates for Value of Information	❌	❌	✅	❌	❌	❌	❌	1
Support Consistency of Direct Sparse-Change Learning in Markov Networks	❌	❌	❌	❌	❌	❌	✅	1
Surpassing Human-Level Face Verification Performance on LFW with GaussianFace	❌	❌	✅	✅	❌	❌	✅	3
Surveyor: A System for Generating Coherent Survey Articles for Scientific Topics	✅	❌	✅	❌	❌	❌	❌	2
Swiss-System Based Cascade Ranking for Gait-Based Person Re-Identification	✅	❌	✅	❌	❌	❌	❌	2
TDS+: Improving Temperature Discovery Search	✅	❌	❌	❌	✅	❌	✅	3
TODTLER: Two-Order-Deep Transfer Learning	✅	✅	✅	❌	❌	❌	✅	4
Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing	❌	❌	❌	✅	❌	❌	❌	1
Target-Dependent Churn Classification in Microblogs	❌	❌	✅	✅	❌	❌	✅	3
Tartanian7: A Champion Two-Player No-Limit Texas Hold’em Poker-Playing Program	✅	❌	❌	❌	✅	❌	✅	3
Temporally Adaptive Restricted Boltzmann Machine for Background Modeling	✅	❌	✅	❌	❌	❌	✅	3
Tensor-Based Learning for Predicting Stock Movements	✅	❌	❌	❌	❌	❌	❌	1
Tensor-Variate Restricted Boltzmann Machines	❌	❌	✅	❌	❌	❌	✅	2
The Boundary Forest Algorithm for Online Supervised and Unsupervised Learning	✅	❌	✅	❌	✅	❌	✅	4
The Complexity of Recognizing Incomplete Single-Crossing Preferences	✅	❌	❌	❌	❌	❌	❌	1
The Dynamic Chinese Restaurant Process via Birth and Death Processes	❌	❌	❌	✅	❌	❌	✅	2
The Extendable-Triple Property: A New CSP Tractable Class beyond BTP	❌	❌	✅	❌	❌	❌	✅	2
The Hybrid Nested/Hierarchical Dirichlet Process and its Application to Topic Modeling with Word Differentiation	❌	❌	✅	❌	❌	❌	✅	2
The Network Data Repository with Interactive Graph Analytics and Visualization	❌	❌	✅	❌	❌	❌	❌	1
The Pricing War Continues: On Competitive Multi-Item Pricing	❌	❌	❌	❌	❌	❌	❌	0
The Queue Method: Handling Delay, Heuristics, Prior Data, and Evaluation in Bandits	✅	❌	❌	❌	❌	❌	✅	2
The Relative Expressiveness of Abstract Argumentation and Logic Programming	❌	❌	❌	❌	❌	❌	❌	0
The Utility of Text: The Case of Amicus Briefs and the Supreme Court	❌	❌	✅	✅	❌	❌	❌	2
This Time the Robot Settles for a Cost: A Quantitative Approach to Temporal Logic Planning with Partial Satisfaction	❌	❌	❌	❌	✅	❌	✅	2
Tighter Value Function Bounds for Bayesian Reinforcement Learning	✅	❌	✅	❌	❌	❌	✅	3
Time-Sensitive Opinion Mining for Prediction	❌	❌	❌	❌	❌	❌	❌	0
Topic Segmentation with an Ordering-Based Topic Model	✅	❌	✅	❌	❌	❌	✅	3
Topical Word Embeddings	❌	✅	✅	❌	❌	❌	✅	3
Touchless Telerobotic Surgery — Is It Possible at All?	❌	❌	❌	❌	❌	❌	✅	1
Toward Mobile Robots Reasoning Like Humans	❌	❌	❌	❌	✅	❌	❌	1
Towards Cognitive Automation of Data Science	❌	❌	❌	❌	❌	❌	❌	0
Towards Knowledge-Driven Annotation	❌	❌	✅	❌	✅	✅	✅	4
Towards Optimal Solar Tracking: A Dynamic Programming Approach	✅	❌	✅	❌	❌	❌	✅	3
Towards Tractable and Practical ABox Abduction over Inconsistent Description Logic Ontologies	❌	❌	✅	❌	✅	❌	✅	3
Towards User-Adaptive Information Visualization	❌	❌	❌	❌	❌	❌	❌	0
Towards a Programmer’s Apprentice (Again)	✅	❌	❌	❌	❌	❌	❌	1
Tractability of Planning with Loops	✅	❌	✅	❌	✅	❌	✅	4
Tractable Cost-Optimal Planning over Restricted Polytree Causal Graphs	✅	❌	❌	❌	❌	❌	❌	1
Tractable Interval Temporal Propositional and Description Logics	❌	❌	❌	❌	❌	❌	❌	0
Transaction Costs-Aware Portfolio Optimization via Fast Lowner-John Ellipsoid Approximation	✅	❌	✅	❌	❌	❌	✅	3
Transfer Feature Representation via Multiple Kernel Learning	✅	❌	✅	❌	❌	❌	✅	3
Transfer Learning-Based Co-Run Scheduling for Heterogeneous Datacenters	❌	❌	✅	✅	✅	❌	❌	3
Transition Constraints for Parallel Planning	✅	❌	✅	❌	✅	❌	✅	4
Trust Models for RDF Data: Semantics and Complexity	❌	✅	✅	❌	✅	❌	✅	4
TrustSVD: Collaborative Filtering with Both the Explicit and Implicit Influence of User Trust and of Item Ratings	❌	✅	✅	✅	❌	❌	✅	4
Truthful Mechanisms without Money for Non-Utilitarian Heterogeneous Facility Location	✅	❌	❌	❌	❌	❌	❌	1
Two Weighting Local Search for Minimum Vertex Cover	✅	✅	✅	❌	✅	✅	✅	6
UT Austin Villa 2014: RoboCup 3D Simulation League Champion via Overlapping Layered Learning	❌	❌	❌	❌	✅	❌	✅	2
Unidimensional Clustering of Discrete Data Using Latent Tree Models	✅	❌	✅	❌	❌	❌	✅	3
Uniform Interpolation and Forgetting for ALC Ontologies with ABoxes	✅	❌	✅	❌	✅	❌	❌	3
Unsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment	✅	❌	❌	❌	❌	❌	✅	2
Unsupervised Feature Learning through Divergent Discriminative Feature Accumulation	❌	❌	✅	✅	❌	✅	✅	4
Unsupervised Phrasal Near-Synonym Generation from Text Corpora	❌	❌	✅	❌	❌	❌	✅	2
Unsupervised Word Sense Disambiguation Using Markov Random Field and Dependency Parser	❌	❌	✅	❌	✅	❌	✅	3
Using Description Logics for RDF Constraint Checking and Closed-World Recognition	❌	❌	❌	❌	❌	❌	❌	0
Using Frame Semantics for Knowledge Extraction from Twitter	❌	❌	✅	✅	❌	❌	✅	3
Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners	❌	❌	✅	❌	❌	❌	✅	2
Using Matched Samples to Estimate the Effects of Exercise on Mental Health via Twitter	❌	✅	❌	✅	❌	❌	✅	3
Using Social Relationships to Control Narrative Generation	❌	❌	❌	❌	❌	❌	❌	0
V-MIN: Efficient Reinforcement Learning through Demonstrations and Relaxed Reward Demands	✅	❌	✅	❌	❌	❌	✅	3
VELDA: Relating an Image Tweet’s Text and Images	❌	❌	❌	❌	❌	❌	✅	1
Value of Information Based on Decision Robustness	✅	❌	✅	❌	❌	❌	✅	3
Value-Directed Compression of Large-Scale Assignment Problems	❌	❌	✅	❌	✅	✅	✅	4
Variable-Deletion Backdoors to Planning	❌	❌	❌	❌	❌	❌	❌	0
Variational Inference for Nonparametric Bayesian Quantile Regression	❌	✅	✅	❌	❌	❌	✅	3
VecLP: A Realtime Video Recommendation System for Live TV Programs	❌	❌	❌	❌	❌	❌	❌	0
Verification of Relational Multiagent Systems with Data Types	❌	❌	❌	❌	❌	❌	❌	0
Verifying and Synthesising Multi-Agent Systems against One-Goal Strategy Logic Specifications	❌	✅	❌	❌	✅	❌	❌	2
Visualization Techniques for Topic Model Checking	❌	✅	❌	❌	❌	❌	❌	1
Visualizing Inference	❌	❌	✅	❌	❌	❌	❌	1
Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data	❌	❌	✅	✅	❌	❌	❌	2
Voting Rules As Error-Correcting Codes	❌	❌	✅	❌	❌	❌	✅	2
Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning	✅	❌	✅	✅	❌	❌	✅	4
What Is Hot in CHI	❌	❌	❌	❌	❌	❌	❌	0
What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions	❌	❌	✅	✅	❌	❌	❌	2
What’s Hot in Crowdsourcing and Human Computation	❌	❌	❌	❌	❌	❌	❌	0
What’s Hot in the SAT and ASP Competitions	❌	❌	❌	❌	✅	❌	❌	1
When Suboptimal Rules	❌	❌	❌	❌	❌	❌	✅	1
Will You “Reconsume” the Near Past? Fast Prediction on Short-Term Reconsumption Behaviors	❌	❌	✅	❌	❌	❌	✅	2
Word Segmentation for Chinese Novels	✅	❌	✅	✅	❌	✅	✅	5
World WordNet Database Structure: An Efficient Schema for Storing Information of WordNets of the World	❌	❌	❌	❌	❌	❌	❌	0
XPath for DL Ontologies	❌	❌	❌	❌	❌	❌	❌	0
asprin: Customizing Answer Set Preferences without a Headache	✅	❌	✅	❌	✅	✅	✅	5
tBurton: A Divide and Conquer Temporal Planner	✅	❌	✅	❌	❌	❌	❌	2