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

International Joint Conference on Artificial Intelligence (IJCAI) - 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
IJCAI 2015 569 0.27 2.93 76.27% 20.97%
Pseudocode
Open Source Code
Open Datasets
Dataset Splits
Hardware Specification
Software Dependencies
Experiment Setup
A Bargaining Mechanism for One-Way Games 0
A Boosting Algorithm for Item Recommendation with Implicit Feedback 3
A Characterization of n-Player Strongly Monotone Scheduling Mechanisms 0
A Common-Sense Conceptual Categorization System Integrating Heterogeneous Proxytypes and the Dual Process of Reasoning 4
A Complete Epistemic Planner without the Epistemic Closed World Assumption 3
A Crowdfunding Model for Green Energy Investment 1
A Deterministic Partition Function Approximation for Exponential Random Graph Models 3
A Dictatorship Theorem for Cake Cutting 1
A Direct Boosting Approach for Semi-supervised Classification 4
A Fast Goal Recognition Technique Based on Interaction Estimates 2
A Geometric Theory of Feature Selection and Distance-Based Measures 3
A Graph Kernel Based on the Jensen-Shannon Representation Alignment 5
A Hybrid Neural Model for Type Classification of Entity Mentions 3
A Joint Optimization Framework of Sparse Coding and Discriminative Clustering 3
A Logic for Reasoning about Justified Uncertain Beliefs 0
A MaxSAT Algorithm Using Cardinality Constraints of Bounded Size 6
A Modification of the Halpern-Pearl Definition of Causality 0
A Modularity-Based Random SAT Instances Generator 3
A Multicore Tool for Constraint Solving 4
A New Input Method for Human Translators: Integrating Machine Translation Effectively and Imperceptibly 0
A New Simplex Sparse Learning Model to Measure Data Similarity for Clustering 3
A Personalised Thermal Comfort Model Using a Bayesian Network 2
A Privacy Preserving Algorithm for Multi-Agent Planning and Search 1
A Pseudo-Polynomial Algorithm for Computing Power Indices in Graph-Restricted Weighted Voting Games 1
A Scalable Community Detection Algorithm for Large Graphs Using Stochastic Block Models 3
A Scalable Interdependent Multi-Issue Negotiation Protocol for Energy Exchange 3
A Simple Probabilistic Extension of Modal Mu-calculus 0
A Soft Version of Predicate Invention Based on Structured Sparsity 2
A Space Alignment Method for Cold-Start TV Show Recommendations 2
A Study of Human-Agent Collaboration for Multi-UAV Task Allocation in Dynamic Environments 1
A Subspace Learning Framework for Cross-Lingual Sentiment Classification with Partial Parallel Data 2
A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews 2
A Top-Down Compiler for Sentential Decision Diagrams 4
A Unified Model for Unsupervised Opinion Spamming Detection Incorporating Text Generality 3
A Unified Probabilistic Model of User Activities and Relations on Social Networking Sites 2
AGM Meets Abstract Argumentation: Expansion and Revision for Dung Frameworks 0
AGM Revision of Beliefs about Action and Time 0
ALLEGRO: Belief-Based Programming in Stochastic Dynamical Domains 4
ASAP-UCT: Abstraction of State-Action Pairs in UCT 5
Abstract Routing Models and Abstractions in the Context of Vehicle Routing 0
Accelerated Inexact Soft-Impute for Fast Large-Scale Matrix Completion 5
Action2Activity: Recognizing Complex Activities from Sensor Data 3
Active Imitation Learning of Hierarchical Policies 1
Active Learning from Crowds with Unsure Option 5
Adaptive Dropout Rates for Learning with Corrupted Features 3
Adaptive Sharing for Image Classification 4
Adversarial Hierarchical-Task Network Planning for Complex Real-Time Games 3
Aesthetic Visual Quality Evaluation of Chinese Handwritings 2
Aggregate Demand-Based Real-Time Pricing Mechanism for the Smart Grid: A Game-Theoretic Analysis 0
Agile Planning for Real-World Disaster Response 2
Algorithmic Exam Generation 3
An Active Learning Approach to Coreference Resolution 4
An Adaptive Computational Model for Personalized Persuasion 1
An Algebra of Granular Temporal Relations for Qualitative Reasoning 1
An Efficient Classifier Based on Hierarchical Mixing Linear Support Vector Machines 4
An Exact Inference Scheme for MinSAT 2
An Expectation-Maximization Algorithm to Compute a Stochastic Factorization From Data 3
An Expert-Level Card Playing Agent Based on a Variant of Perfect Information Monte Carlo Sampling 1
An Extension-Based Approach to Belief Revision in Abstract Argumentation 0
An Iterative Approach to Synthesize Data Transformation Programs 4
An Ontology Matching Approach Based on Affinity-Preserving Random Walks 4
Analysis of Sampling Algorithms for Twitter 1
Answer Update for Rule-Based Stream Reasoning 1
Anytime Inference in Probabilistic Logic Programs with Tp-Compilation 4
Applying Max-Sum to Asymmetric Distributed Constraint Optimization 1
Approximate Nash Equilibria with Near Optimal Social Welfare 1
Approximately Stable Pricing for Coordinated Purchasing of Electricity 4
Artificial Intelligence in the Concertgebouw 1
AskWorld: Budget-Sensitive Query Evaluation for Knowledge-on-Demand 3
Automated Geometry Theorem Proving for Human-Readable Proofs 3
Automated Rule Selection for Aspect Extraction in Opinion Mining 3
Automatic Generation of Raven’s Progressive Matrices 5
Automatic Verification of Partial Correctness of Golog Programs 4
Autonomous Cross-Domain Knowledge Transfer in Lifelong Policy Gradient Reinforcement Learning 2
Auxiliary Information Regularized Machine for Multiple Modality Feature Learning 4
Balance between Complexity and Quality: Local Search for Minimum Vertex Cover in Massive Graphs 5
Batch Reinforcement Learning for Smart Home Energy Management 4
Bayesian Modelling of Community-Based Multidimensional Trust in Participatory Sensing under Data Sparsity 4
Belief Revision and Progression of Knowledge Bases in the Epistemic Situation Calculus 0
Between Imitation and Intention Learning 3
Beyond SPARQL under OWL 2 QL Entailment Regime: Rules to the Rescue 0
Bi-Parameter Space Partition for Cost-Sensitive SVM 6
Biclustering Gene Expressions Using Factor Graphs and the Max-Sum Algorithm 2
Bidirectional Constraints for Exchanging Data: Beyond Monotone Queries 1
Bonus or Not? Learn to Reward in Crowdsourcing 1
Bootstrapping Domain Ontologies from Wikipedia: A Uniform Approach 4
Building Hierarchies of Concepts via Crowdsourcing 3
CEIL: A Scalable, Resolution Limit Free Approach for Detecting Communities in Large Networks 2
Catch the Black Sheep: Unified Framework for Shilling Attack Detection Based on Fraudulent Action Propagation 3
Character-Based Parsing with Convolutional Neural Network 3
Characterizability in Belief Revision 0
Characterization of Scoring Rules with Distances: Application to the Clustering of Rankings 3
Characterization of the Expressivity of Existential Rule Queries 0
Characterizing Causal Action Theories and Their Implementations in Answer Set Programming: Action Languages B, C, and Beyond 0
Classical Planning with Simulators: Results on the Atari Video Games 3
Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise and Missing Data 1
Co-Acquisition of Syntax and Semantics — An Investigation in Spatial Language 0
Cognitive Modelling for Predicting Examinee Performance 4
Coherence Across Components in Cognitive Systems — One Ontology to Rule Them All 2
Collaborative Place Models 3
Collective Biobjective Optimization Algorithm for Parallel Test Paper Generation 2
Combining Existential Rules and Description Logics 0
Combining Existential Rules and Transitivity: Next Steps 0
Combining Existential Rules with the Power of CP-Theories 1
Combining Eye Movements and EEG to Enhance Emotion Recognition 1
Combining Preference Elicitation and Search in Multiobjective State-Space Graphs 1
Combining Rewriting and Incremental Materialisation Maintenance for Datalog Programs with Equality 5
Compatible-Based Conditioning in Interval-Based Possibilistic Logic 1
Compiling Away Uncertainty in Strong Temporal Planning with Uncontrollable Durations 2
Compiling Constraint Networks into Multivalued Decomposable Decision Graphs 4
Complexity Results in Epistemic Planning 1
Composing and Verifying Commitment-Based Multiagent Protocols 1
Compositional Program Synthesis from Natural Language and Examples 1
Compressed Spectral Regression for Efficient Nonlinear Dimensionality Reduction 5
Compressive Document Summarization via Sparse Optimization 3
Computation and Complexity of Preference Inference Based on Hierarchical Models 1
Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending 2
Computer Science on the Move: Inferring Migration Regularities from the Web via Compressed Label Propagation 3
Computing Horn Rewritings of Description Logics Ontologies 1
Computing Optimal Mixed Strategies for Security Games with Dynamic Payoffs 2
Computing Possibly Optimal Solutions for Multi-Objective Constraint Optimisation with Tradeoffs 4
Computing Social Behaviours Using Agent Models 0
Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations 3
Context-Independent Claim Detection for Argument Mining 3
Controlled Query Evaluation for Datalog and OWL 2 Profile Ontologies 0
Convergence of Common Proximal Methods for L1-Regularized Least Squares 2
Convergence to Equilibria in Strategic Candidacy 0
Convolutional Neural Networks for Text Hashing 3
Convolutional Neural Tensor Network Architecture for Community-Based Question Answering 3
Copula Graphical Models for Wind Resource Estimation 1
Correcting Covariate Shift with the Frank-Wolfe Algorithm 2
Cost-Optimal and Net-Benefit Planning — A Parameterised Complexity View 0
Count-Based Frequency Estimation with Bounded Memory 3
Cross-Domain Collaborative Filtering with Review Text 3
Cross-View Projective Dictionary Learning for Person Re-Identification 4
Crowdsourced Semantic Matching of Multi-Label Annotations 4
Data Compression for Learning MRF Parameters 1
Data Sparseness in Linear SVM 3
Dealing with Generic Contrariness in Structured Argumentation 0
Decomposition of the Factor Encoding for CSPs 5
Deep Convolutional Neural Networks on Multichannel Time Series for Human Activity Recognition 3
Deep Learning for Event-Driven Stock Prediction 4
Deep Linear Coding for Fast Graph Clustering 3
Deep Low-Rank Coding for Transfer Learning 3
Deep Multimodal Hashing with Orthogonal Regularization 4
Delete Relaxations for Planning with State-Dependent Action Costs 3
Density Corrected Sparse Recovery when R.I.P. Condition Is Broken 1
Deordering and Numeric Macro Actions for Plan Repair 3
Detecting Emotions in Social Media: A Constrained Optimization Approach 4
Detecting Promotion Campaigns in Community Question Answering 2
Determining Expert Research Areas with Multi-Instance Learning of Hierarchical Multi-Label Classification Model 4
Did You Know? — Mining Interesting Trivia for Entities from Wikipedia 3
Differential Semantics of Intervention in Bayesian Networks 3
Differentially Private Matrix Factorization 2
Direct Policy Iteration with Demonstrations 3
Discriminative Reordering Model Adaptation via Structural Learning 3
Discriminative Unsupervised Dimensionality Reduction 3
Dissecting German Grammar and Swiss Passports: Open-Domain Decomposition of Compositional Entries in Large-Scale Knowledge Repositories 2
Distance-Bounded Consistent Query Answering 0
Do We Criticise (and Laugh) in the Same Way? Automatic Detection of Multi-Lingual Satirical News in Twitter 3
Dual-Regularized Multi-View Outlier Detection 3
Efficiency and Complexity of Price Competition Among Single-Product Vendors 0
Efficient Algorithms with Performance Guarantees for the Stochastic Multiple-Choice Knapsack Problem 2
Efficient Generalized Conditional Gradient with Gradient Sliding for Composite Optimization 4
Efficient Model Based Diagnosis with Maximum Satisfiability 4
Efficient Operations On MDDs for Building Constraint Programming Models 5
Efficient Paraconsistent Reasoning with Ontologies and Rules 0
Efficient Query Rewriting in the Description Logic EL and Beyond 5
Efficient Search with an Ensemble of Heuristics 2
Efficient Semantic Features for Automated Reasoning over Large Theories 4
Efficient, Private, and eps-Strategyproof Elicitation of Tournament Voting Rules 1
Efficiently Characterizing Non-Redundant Constraints in Large Real World Qualitative Spatial Networks 4
Efficiently Finding Conditional Instruments for Causal Inference 1
EigenGP: Gaussian Process Models with Adaptive Eigenfunctions 4
Embedding Semantic Relations into Word Representations 3
Emotions in Argumentation: an Empirical Evaluation 4
EntScene: Nonparametric Bayesian Temporal Segmentation of Videos Aimed at Entity-Driven Scene Detection 2
Environment-Driven Social Force Model: Lévy Walk Pattern in Collective Behavior 1
Envy-Free Sponsored Search Auctions with Budgets 1
Epistemic Equilibrium Logic 0
Epistemic Quantified Boolean Logic: Expressiveness and Completeness Results 1
Equilibria Under the Probabilistic Serial Rule 4
Equilibrium Analysis of Multi-Defender Security Games 0
Equilibrium Refinement through Negotiation in Binary Voting 0
Equivalence Results between Feedforward and Recurrent Neural Networks for Sequences 1
Estimating the Margin of Victory of an Election Using Sampling 0
Estimating the Probability of Meeting a Deadline in Hierarchical Plans 3
Evolving Ambiguous Images 1
Exchange of Indivisible Objects with Asymmetry 1
Execution Monitoring as Meta-Games for General Game-Playing Robots 0
Exploiting Block Deordering for Improving Planners Efficiency 4
Exploiting Symmetries by Planning for a Descriptive Quotient 3
Exploiting k-Degree Locality to Improve Overlapping Community Detection 5
Exploiting the Structure of Unsatisfiable Cores in MaxSAT 5
Exploratory Digraph Navigation Using A* 2
Exploring Implicit Hierarchical Structures for Recommender Systems 4
Expressive Logical Combinators for Free 2
Extended Discriminative Random Walk: A Hypergraph Approach to Multi-View Multi-Relational Transductive Learning 5
Extending AGM Contraction to Arbitrary Logics 0
Extension Enforcement in Abstract Argumentation as an Optimization Problem 3
Face Clustering in Videos with Proportion Prior 3
Factored Upper Bounds for Multiagent Planning Problems under Uncertainty with Non-Factored Value Functions 1
Fast Combinatorial Algorithm for Optimizing the Spread of Cascades 3
Fast Cross-Validation for Incremental Learning 5
Feature Selection from Microarray Data via an Ordered Search with Projected Margin 4
Filtering Nogoods Lazily in Dynamic Symmetry Breaking During Search 4
Finding Diverse Solutions of High Quality to Constraint Optimization Problems 5
Finite Abstractions for the Verification of Epistemic Properties in Open Multi-Agent Systems 0
First-Order Disjunctive Logic Programming vs Normal Logic Programming 0
First-Order Rewritability of Temporal Ontology-Mediated Queries 0
Fixed-Parameter Tractable Reductions to SAT for Planning 0
Fixing Tournaments for Kings, Chokers, and More 1
FlashNormalize: Programming by Examples for Text Normalization 1
Formal Analysis of Dialogues on Infinite Argumentation Frameworks 0
From Raw Sensor Data to Detailed Spatial Knowledge 1
From Weighted to Unweighted Model Counting 2
Further Connections Between Contract-Scheduling and Ray-Searching Problems 0
Generalized Rapid Action Value Estimation 2
Generalized Transitive Distance with Minimum Spanning Random Forest 3
Generalizing the Single-Crossing Property on Lines and Trees to Intermediate Preferences on Median Graphs 0
Generating 1 4
Generating all Possible Palindromes from Ngram Corpora 2
Gibbard–Satterthwaite Games 0
Graph Invariant Kernels 4
Graph-Based Inverse Optimal Control for Robot Manipulation 4
Greedy Structure Search for Sum-Product Networks 3
Grounding the Meaning of Words through Vision and Interactive Gameplay 3
Group Decision Making via Weighted Propositional Logic: Complexity and Islands of Tractability 0
Groupwise Registration of Aerial Images 3
H-Index Manipulation by Merging Articles: Models, Theory, and Experiments 3
Haiku Generator that Reads Blogs and Illustrates Them with Sounds and Images 1
Hamming Compatible Quantization for Hashing 4
Handling Complex Commands as Service Robot Task Requests 2
Heroic versus Collaborative AI for the Arts 0
How Robust Is the Wisdom of the Crowds? 0
How to Select One Preferred Assertional-Based Repair from Inconsistent and Prioritized DL-Lite Knowledge Bases? 3
ICBS: Improved Conflict-Based Search Algorithm for Multi-Agent Pathfinding 4
Ice-Breaking: Mitigating Cold-Start Recommendation Problem by Rating Comparison 4
Identification of Time-Dependent Causal Model: A Gaussian Process Treatment 2
Image Feature Learning for Cold Start Problem in Display Advertising 2
Imaging Time-Series to Improve Classification and Imputation 3
Impartial Peer Review 1
Implementing the Wisdom of Waze 0
Improving the Effectiveness of SAT-Based Preprocessing for MaxSAT 5
Improving the Efficiency of Dynamic Programming on Tree Decompositions via Machine Learning 4
Incentivizing Peer Grading in MOOCS: An Audit Game Approach 1
Incorporating Domain and Sentiment Supervision in Representation Learning for Domain Adaptation 3
Increasingly Cautious Optimism for Practical PAC-MDP Exploration 2
Indirect Causes in Dynamic Bayesian Networks Revisited 0
Inducing Probabilistic Relational Rules from Probabilistic Examples 5
Inferring Painting Style with Multi-Task Dictionary Learning 3
Influence Maximization in Big Networks: An Incremental Algorithm for Streaming Subgraph Influence Spread Estimation 4
Influence in Classification via Cooperative Game Theory 1
Information Gathering in Networks via Active Exploration 2
Instance-Wise Weighted Nonnegative Matrix Factorization for Aggregating Partitions with Locally Reliable Clusters 3
Integrated Anchor and Social Link Predictions across Social Networks 3
Integrating Importance, Non-Redundancy and Coherence in Graph-Based Extractive Summarization 2
Integrating Partial Order Reduction and Symmetry Elimination for Cost-Optimal Classical Planning 3
Intelligent Agent Supporting Human-Multi-Robot Team Collaboration 3
Interactive Gender Inference with Integer Linear Programming 5
Interest Inference via Structure-Constrained Multi-Source Multi-Task Learning 4
Interplanetary Trajectory Planning with Monte Carlo Tree Search 2
Intersecting Manifolds: Detection, Segmentation, and Labeling 3
Introspective Forecasting 0
Inverse Reinforcement Learning in Relational Domains 1
Iterative Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora 4
Joint Learning of Character and Word Embeddings 2
Joint Learning of Constituency and Dependency Grammars by Decomposed Cross-Lingual Induction 4
Joint POS Tagging and Text Normalization for Informal Text 2
Kernel Contraction and Base Dependence: Redundancy in the Base Resulting in Different Types of Dependence 0
Kinetic Imaginations: Exploring the Possibilities of Combining AI and Dance 2
Knowledge Base Completion Using Embeddings and Rules 4
Large Scale Homophily Analysis in Twitter Using a Twixonomy 3
Learning Behaviors in Agents Systems with Interactive Dynamic Influence Diagrams 2
Learning Context-Sensitive Word Embeddings with Neural Tensor Skip-Gram Model 2
Learning Cooperative Games 0
Learning Efficient Logical Robot Strategies Involving Composable Objects 3
Learning Geographical Hierarchy Features for Social Image Location Prediction 2
Learning Regular Languages via Alternating Automata 2
Learning Term Embeddings for Hypernymy Identification 3
Learning a Robust Consensus Matrix for Clustering Ensemble via Kullback-Leibler Divergence Minimization 3
Learning to Hash on Partial Multi-Modal Data 5
Learning to Interpret Natural Language Commands through Human-Robot Dialog 2
Learning to Rap Battle with Bilingual Recursive Neural Networks 1
Lie on the Fly: Iterative Voting Center with Manipulative Voters 3
Lightweight Temporal Description Logics with Rigid Roles and Restricted TBoxes 1
Limited Lookahead in Imperfect-Information Games 1
Linking Heterogeneous Input Features with Pivots for Domain Adaptation 2
Literal-Based MCS Extraction 5
Local Translation Prediction with Global Sentence Representation 3
Logic Program Termination Analysis Using Atom Sizes 0
Logic-Geometric Programming: An Optimization-Based Approach to Combined Task and Motion Planning 2
Looking at Mondrian's Victory Boogie-Woogie: What Do I Feel? 4
MORRF*: Sampling-Based Multi-Objective Motion Planning 2
MUVIR: Multi-View Rare Category Detection 3
Matrix Factorization with Scale-Invariant Parameters 4
Max-Sum Goes Private 3
Maximal Cooperation in Repeated Games on Social Networks 1
Maximizing the Coverage of Information Propagation in Social Networks 4
Maximum Entropy Semi-Supervised Inverse Reinforcement Learning 2
Maximum Satisfiability Using Cores and Correction Sets 4
Mechanism Design and Implementation for Lung Exchange 3
Medical Synonym Extraction with Concept Space Models 4
Membership Constraints in Formal Concept Analysis 1
MergeXplain: Fast Computation of Multiple Conflicts for Diagnosis 4
Merging in the Horn Fragment 0
Metareasoning for Planning Under Uncertainty 1
Mining Definitions from RDF Annotations Using Formal Concept Analysis 1
Mining Expert Play to Guide Monte Carlo Search in the Opening Moves of Go 2
Mirror Representation for Modeling View-Specific Transform in Person Re-Identification 3
Mixed Discrete-Continuous Heuristic Generative Planning Based on Flow Tubes 0
Mixed Error Coding for Face Recognition with Mixed Occlusions 4
Mobile Query Recommendation via Tensor Function Learning 4
Mobility Profiling for User Verification with Anonymized Location Data 4
Model Metric Co-Learning for Time Series Classification 3
Model-Based Genetic Algorithms for Algorithm Configuration 4
Modeling Inter- and Intra-Part Deformations for Object Structure Parsing 3
Modeling Mention, Context and Entity with Neural Networks for Entity Disambiguation 3
Modeling Multi-Attribute Demand for Sustainable Cloud Computing with Copulae 3
Modeling Quantum Entanglements in Quantum Language Models 4
Modeling Users' Dynamic Preference for Personalized Recommendation 3
Modelling the Persuadee in Asymmetric Argumentation Dialogues for Persuasion 0
Models of Action Concurrency in Temporal Planning 2
Modular Systems with Preferences 0
Multi-Agent Only Knowing on Planet Kripke 0
Multi-Armed Bandits for Adaptive Constraint Propagation 3
Multi-Document Abstractive Summarization Using ILP Based Multi-Sentence Compression 2
Multi-Graph-View Learning for Complicated Object Classification 4
Multi-Label Active Learning: Query Type Matters 3
Multi-Label Classification with Feature-Aware Non-Linear Label Space Transformation 5
Multi-Label Structure Learning with Ising Model Selection 4
Multi-Modality Tracker Aggregation: From Generative to Discriminative 1
Multi-Objective POMDPs with Lexicographic Reward Preferences 4
Multi-Pass High-Level Presolving 3
Multi-Task Model and Feature Joint Learning 3
Multi-Task Multi-Dimensional Hawkes Processes for Modeling Event Sequences 3
Multi-Task Multi-View Clustering for Non-Negative Data 3
Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information 4
Multi-view Self-Paced Learning for Clustering 2
Multilateral Negotiation in Boolean Games with Incomplete Information Using Generalized Possibilistic Logic 1
Multiple Instance Learning-Based Birdsong Classification Using Unsupervised Recording Segmentation 5
Multitask Coactive Learning 3
Music Recommenders: User Evaluation Without Real Users? 2
Narrative Hermeneutic Circle: Improving Character Role Identification from Natural Language Text via Feedback Loops 2
Network Representation Learning with Rich Text Information 4
Non-Monotone Adaptive Submodular Maximization 3
Non-Myopic Negotiators See What's Best 0
Nonnegative Matrix Tri-Factorization with Graph Regularization for Community Detection in Social Networks 3
Nonparametric Independence Testing for Small Sample Sizes 1
Offline Sketch Parsing via Shapeness Estimation 2
On Conceptual Labeling of a Bag of Words 2
On Constrained Boolean Pareto Optimization 1
On Forgetting Postulates in Answer Set Programming 1
On the Aggregation of Argumentation Frameworks 0
On the Balance of Meter Deployment Cost and NILM Accuracy 3
On the Boundary of (Un)decidability: Decidable Model-Checking for a Fragment of Resource Agent Logic 1
On the Computational Complexity of Naive-Based Semantics for Abstract Dialectical Frameworks 0
On the Consistency of AUC Pairwise Optimization 0
On the Effective Configuration of Planning Domain Models 3
On the Empirical Time Complexity of Random 3-SAT at the Phase Transition 5
On the Entailment Problem for a Logic of Typicality 1
On the Graded Acceptability of Arguments 0
On the Online Generation of Effective Macro-Operators 3
On the Parameterized Complexity of Belief Revision 1
On the Progression of Knowledge and Belief for Nondeterministic Actions in the Situation Calculus 0
On the Resiliency of Unit Propagation to Max-Resolution 3
On the Runtime of Randomized Local Search and Simple Evolutionary Algorithms for Dynamic Makespan Scheduling 1
On the Undecidability of the Situation Calculus Extended with Description Logic Ontologies 0
Online Fair Division: Analysing a Food Bank Problem 1
Online Learning of k-CNF Boolean Functions 1
Online Learning to Rank for Content-Based Image Retrieval 2
Online Mechanisms for Charging Electric Vehicles in Settings with Varying Marginal Electricity Costs 3
Online Robust Low Rank Matrix Recovery 3
Only Knowing Meets Common Knowledge 0
Ontology-Mediated Queries with Closed Predicates 0
Open Domain Short Text Conceptualization: A Generative + Descriptive Modeling Approach 1
Opportunities or Risks to Reduce Labor in Crowdsourcing Translation? Characterizing Cost versus Quality via a PageRank-HITS Hybrid Model 3
Optimal Auctions for Partially Rational Bidders 0
Optimal Bayesian Hashing for Efficient Face Recognition 4
Optimal Electric Vehicle Charging Station Placement 4
Optimal Greedy Diversity for Recommendation 3
Optimal Incremental Preference Elicitation during Negotiation 2
Optimal Network Security Hardening Using Attack Graph Games 2
Optimal Planning with Axioms 2
Optimal Policy Generation for Partially Satisfiable Co-Safe LTL Specifications 3
Optimal Pricing for the Competitive and Evolutionary Cloud Market 2
Optimal Route Search with the Coverage of Users' Preferences 4
Optimization of Probabilistic Argumentation with Markov Decision Models 1
Optimizing Locally Linear Classifiers with Supervised Anchor Point Learning 4
Optimizing Sentence Modeling and Selection for Document Summarization 4
Packing Curved Objects 1
Parliamentary Voting Procedures: Agenda Control, Manipulation, and Uncertainty 1
Partial Grounded Fixpoints 0
Perception Evolution Network Adapting to the Emergence of New Sensory Receptor 2
Personalized Ad Recommendation Systems for Life-Time Value Optimization with Guarantees 3
Personalized Mathematical Word Problem Generation 1
Personalized Ranking Metric Embedding for Next New POI Recommendation 4
Personalized Sentiment Classification Based on Latent Individuality of Microblog Users 2
Personalized Tour Recommendation Based on User Interests and Points of Interest Visit Durations 2
Personalizing Product Rankings Using Collaborative Filtering on Opinion-Derived Topic Profiles 0
Planning for Stochastic Games with Co-Safe Objectives 0
Point-Based Planning for Multi-Objective POMDPs 2
Policies that Generalize: Solving Many Planning Problems with the Same Policy 0
Policy Shaping with Human Teachers 1
Polynomial Rewritings for Linear Existential Rules 0
Polynomial-Time Reformulations of LTL Temporally Extended Goals into Final-State Goals 3
Polytree-Augmented Classifier Chains for Multi-Label Classification 3
Portable Option Discovery for Automated Learning Transfer in Object-Oriented Markov Decision Processes 3
Portfolio Choices with Orthogonal Bandit Learning 3
Positive, Negative, or Neutral: Learning an Expanded Opinion Lexicon from Emoticon-Annotated Tweets 4
Possible and Necessary Allocations via Sequential Mechanisms 0
Potential Based Reward Shaping for Hierarchical Reinforcement Learning 2
Pre-release Prediction of Crowd Opinion on Movies by Label Distribution Learning 2
Prime Compilation of Non-Clausal Formulae 4
Prior-Based Dual Additive Latent Dirichlet Allocation for User-Item Connected Documents 4
Probabilistic Belief Contraction Using Argumentation 0
Probabilistic Inference Based Message-Passing for Resource Constrained DCOPs 2
Probabilistic Inference in Hybrid Domains by Weighted Model Integration 4
Probabilistic Knowledge-Based Programs 0
Probabilistic Reasoning with Inconsistent Beliefs Using Inconsistency Measures 1
Pseudo-Supervised Training Improves Unsupervised Melody Segmentation 4
Pushdown Multi-Agent System Verification 0
Pushing Forward Marginal MAP with Best-First Search 4
Qualitative Reasoning about Directions in Semantic Spaces 3
Quantifying Robustness of Trust Systems against Collusive Unfair Rating Attacks Using Information Theory 0
Quantized Correlation Hashing for Fast Cross-Modal Search 4
Query Rewriting for Existential Rules with Compiled Preorder 5
Query Understanding through Knowledge-Based Conceptualization 1
Quiet: Faster Belief Propagation for Images and Related Applications 4
Raising Expectations in GDA Agents Acting in Dynamic Environments 2
Random Feature Mapping with Signed Circulant Matrix Projection 4
Ranked Voting on Social Networks 0
Ranking Preserving Hashing for Fast Similarity Search 4
Re-Ranking Voting-Based Answers by Discarding User Behavior Biases 2
ReACTR: Realtime Algorithm Configuration through Tournament Rankings 6
Reactive Integrated Motion Planning and Execution 2
Reader-Aware Multi-Document Summarization via Sparse Coding 4
Realizability of Three-Valued Semantics for Abstract Dialectical Frameworks 0
Reasoning about Connectivity Constraints 4
Reasoning with Style 1
Recommendation Algorithms for Optimizing Hit Rate, User Satisfaction and Website Revenue 3
Recovery of Corrupted Multiple Kernels for Clustering 3
Reduced Time-Expansion Graphs and Goal Decomposition for Solving Cooperative Path Finding Sub-Optimally 4
Regression Model Fitting under Differential Privacy and Model Inversion Attack 4
Regularizing Flat Latent Variables with Hierarchical Structures 2
Reinforcement Learning from Demonstration through Shaping 2
Representation Learning for Measuring Entity Relatedness with Rich Information 3
Revenue Maximization Envy-Free Pricing for Homogeneous Resources 1
Revisiting Gaussian Process Dynamical Models 3
Robust Dictionary Learning with Capped l1-Norm 4
Robust Kernel Dictionary Learning Using a Whole Sequence Convergent Algorithm 2
Robust Learning for Repeated Stochastic Games via Meta-Gaming 2
Robust Multiple Kernel K-means Using L21-Norm 4
Robust Subspace Segmentation by Simultaneously Learning Data Representations and Their Affinity Matrix 3
SAT Is an Effective and Complete Method for Solving Stable Matching Problems with Couples 4
Saliency Detection with a Deeper Investigation of Light Field 2
Salient Object Detection via Augmented Hypotheses 4
Sampling with Minimum Sum of Squared Similarities for Nystrom-Based Large Scale Spectral Clustering 4
Saul: Towards Declarative Learning Based Programming 3
Scalable Gaussian Process Regression Using Deep Neural Networks 4
Scalable Graph Hashing with Feature Transformation 4
Scalable Maintenance of Knowledge Discovery in an Ontology Stream 3
Scalable Maximum Margin Matrix Factorization by Active Riemannian Subspace Search 5
Scalable Probabilistic Tensor Factorization for Binary and Count Data 3
Schema.org as a Description Logic 0
Secure Routing in Wireless Sensor Networks via POMDPs 1
Security Games with Information Leakage: Modeling and Computation 3
Self-Adaptive Hierarchical Sentence Model 3
Selling Reserved Instances in Cloud Computing 1
Semantic Concept Discovery for Large-Scale Zero-Shot Event Detection 2
Semantic Single Video Segmentation with Robust Graph Representation 1
Semantic Topic Multimodal Hashing for Cross-Media Retrieval 3
Semi-Orthogonal Multilinear PCA with Relaxed Start 5
Semi-Supervised Multi-Label Learning with Incomplete Labels 4
Semi-Universal Portfolios with Transaction Costs 3
Short and Sparse Text Topic Modeling via Self-Aggregation 3
Simple Atom Selection Strategy for Greedy Matrix Completion 5
Simple Causes of Complexity in Hedonic Games 0
Simplifying A Logic Program Using Its Consequences 3
Simulation-Based Admissible Dominance Pruning 4
Simultaneous Abstraction and Equilibrium Finding in Games 1
Sketch the Storyline with CHARCOAL: A Non-Parametric Approach 2
Slogans Are Not Forever: Adapting Linguistic Expressions to the News 2
Smooth UCT Search in Computer Poker 3
Social Image Parsing by Cross-Modal Data Refinement 3
Solving Heads-Up Limit Texas Hold'em 1
Solving MDPs with Skew Symmetric Bilinear Utility Functions 5
Solving QBF by Clause Selection 4
Solving the Partial Label Learning Problem: An Instance-Based Approach 4
Sorting Sequential Portfolios in Automated Planning 3
Sparse Probabilistic Matrix Factorization by Laplace Distribution for Collaborative Filtering 4
Spectrum-Based Fault Localisation for Multi-Agent Systems 3
Speeding Up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves 5
Spiteful Bidding in the Dollar Auction 0
Stable Model Semantics of Abstract Dialectical Frameworks Revisited: A Logic Programming Perspective 1
Statistical Regimes and Runtime Prediction 5
Stick-Breaking Policy Learning in Dec-POMDPs 3
Strategic Abstention Based on Preference Extensions: Positive Results and Computer-Generated Impossibilities 1
Strategic Candidacy Games with Lazy Candidates 0
Strategic Network Formation through an Intermediary 0
Strategy-Proofness of Scoring Allocation Correspondences for Indivisible Goods 0
Stroke-Based Stylization Learning and Rendering with Inverse Reinforcement Learning 1
Structural Results for Cooperative Decentralized Control Models 1
Structural Tractability of Shapley and Banzhaf Values in Allocation Games 0
Structure in Dichotomous Preferences 0
Supervised Representation Learning: Transfer Learning with Deep Autoencoders 3
Swarm Systems in the Visualization of Consumption Patterns 1
Symbol Acquisition for Probabilistic High-Level Planning 3
Symbolic Model Checking for One-Resource RB+-ATL 4
Syntax-Based Deep Matching of Short Texts 4
Synthesis for LTL and LDL on Finite Traces 1
Tackling Data Sparseness in Recommendation using Social Media based Topic Hierarchy Modeling 3
Target-Dependent Twitter Sentiment Classification with Rich Automatic Features 3
Temporal Planning with Semantic Attachment of Non-Linear Monotonic Continuous Behaviours 4
Temporal Query Answering in the Description Logic EL 0
The Adjusted Winner Procedure: Characterizations and Equilibria 0
The Combined Approach to Query Answering Beyond the OWL 2 Profiles 3
The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages 0
The Complexity of Model Checking Succinct Multiagent Systems 0
The Complexity of Subsumption in Fuzzy EL 0
The Cube of Opposition: A Structure Underlying Many Knowledge Representation Formalisms 0
The Game-Theoretic Interaction Index on Social Networks with Applications to Link Prediction and Community Detection 3
The Logic of Qualitative Probability 0
The Power of Local Manipulation Strategies in Assignment Mechanisms 1
The Right to Obscure: A Mechanism and Initial Evaluation 1
The Scaffolded Sound Beehive 0
Thompson Sampling for Budgeted Multi-Armed Bandits 2
Tight Bounds for HTN Planning with Task Insertion 0
Topic Modeling with Document Relative Similarities 4
Toward Estimating Others' Transition Models Under Occlusion for Multi-Robot IRL 3
Towards Addressing the Winograd Schema Challenge — Building and Using a Semantic Parser and a Knowledge Hunting Module 2
Towards Automatic Dominance Breaking for Constraint Optimization Problems 2
Towards City-Scale Mobile Crowdsourcing: Task Recommendations under Trajectory Uncertainties 1
Towards Class-Imbalance Aware Multi-Label Learning 4
Towards Domain-Specific Semantic Relatedness: A Case Study from Geography 4
Towards Fully Observable Non-Deterministic Planning as Assumption-based Automatic Synthesis 0
Tracking Political Elections on Social Media: Applications and Experience 2
Tractable Classes of Binary CSPs Defined by Excluded Topological Minors 0
Tractable Inquiry in Information-Rich Environments 0
Tractable Learning for Structured Probability Spaces: A Case Study in Learning Preference Distributions 3
Tradeoffs between Incentive Mechanisms in Boolean Games 1
Trailer Generation via a Point Process-Based Visual Attractiveness Model 4
Training-Efficient Feature Map for Shift-Invariant Kernels 2
Training-Time Optimization of a Budgeted Booster 3
Trust-Sensitive Belief Revision 0
Truthful Cake Cutting Mechanisms with Externalities: Do Not Make Them Care for Others Too Much! 1
Uncovering Hidden Structure through Parallel Problem Decomposition for the Set Basis Problem: Application to Materials Discovery 4
Uncovering the Formation of Triadic Closure in Social Networks 4
Unsupervised Learning of an IS-A Taxonomy from a Limited Domain-Specific Corpus 4
Unsupervised Machine Condition Monitoring Using Segmental Hidden Markov Models 2
Unsupervised Sentiment Analysis for Social Media Images 0
User Modeling with Neural Network for Review Rating Prediction 3
Using A* for Inference in Probabilistic Classifier Chains 3
Using a Recursive Neural Network to Learn an Agent's Decision Model for Plan Recognition 3
VRCA: A Clustering Algorithm for Massive Amount of Texts 3
Verification of Generalized Inconsistency-Aware Knowledge and Action Bases 0
Verification of Knowledge-Based Programs over Description Logic Actions 0
Verifying Emergent Properties of Swarms 0
Video Covariance Matrix Logarithm for Human Action Recognition in Videos 3
Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing 5
Weakly Supervised RBM for Semantic Segmentation 4
Web Page Classification Based on Uncorrelated Semi-Supervised Intra-View and Inter-View Manifold Discriminant Feature Extraction 3
Welfare Maximization in Fractional Hedonic Games 0
What Do We Elect Committees For? A Voting Committee Model for Multi-Winner Rules 0
When Does Schwartz Conjecture Hold? 0
When Security Games Go Green: Designing Defender Strategies to Prevent Poaching and Illegal Fishing 3
Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective 3
Word-Error Correction of Continuous Speech Recognition Based on Normalized Relevance Distance 3
α-min: A Compact Approximate Solver For Finite-Horizon POMDPs 5