AAAI Conference on Artificial Intelligence (AAAI) - 2014

Conference Proceedings:

Key: PC - Pseudocode, OSC - Open Source Code, OSD - Open Datasets, DS - Dataset Splits, HS - Hardware Specification, SD - Software Dependencies, ES - Experiment Setup

A Characterization of the Single-Peaked Single-Crossing Domain 0
A Constructive Argumentation Framework 0
A Control Dichotomy for Pure Scoring Rules 0
A Convex Formulation for Semi-Supervised Multi-Label Feature Selection 4
A Data Complexity Approach to Kernel Selection for Support Vector Machines 1
A Framework for Task Planning in Heterogeneous Multi Robot Systems Based on Robot Capabilities 3
A Game-Theoretic Analysis of Catalog Optimization 1
A Generalization of Probabilistic Serial to Randomized Social Choice 1
A Generalized Genetic Algorithm-Based Solver for Very Large Jigsaw Puzzles of Complex Types 3
A Hybrid Grammar-Based Approach for Learning and Recognizing Natural Hand Gestures 3
A Joint Optimization Model for Image Summarization Based on Image Content and Tags 2
A Knowledge Compilation Map for Ordered Real-Valued Decision Diagrams 0
A Knowledge Representation that Models Memory in Narrative Comprehension 0
A Latent Variable Model for Discovering Bird Species Commonly Misidentified by Citizen Scientists 2
A Local Non-Negative Pursuit Method for Intrinsic Manifold Structure Preservation 3
A Machine Learning Approach to Musically Meaningful Homogeneous Style Classification 1
A Model Attention and Selection Framework for Estimation of Many Variables, with Applications to Estimating Object States in Large Spatial Environments 0
A Model for Aggregating Contributions of Synergistic Crowdsourcing Workflows 1
A Multiarmed Bandit Incentive Mechanism for Crowdsourcing Demand Response in Smart Grids 2
A Novel Single-DBN Generative Model for Optimizing POMDP Controllers by Probabilistic Inference 0
A Parameterized Complexity Analysis of Generalized CP-Nets 1
A Propagator Design Framework for Constraints over Sequences 0
A Reasoner for the RCC-5 and RCC-8 Calculi Extended with Constants 4
A Region-Based Model for Estimating Urban Air Pollution 5
A Relevance-Based Compilation Method for Conformant Probabilistic Planning 2
A Scheduler for Actions with Iterated Durations 2
A Simple Polynomial-Time Randomized Distributed Algorithm for Connected Row Convex Constraints 3
A Spatially Sensitive Kernel to Predict Cognitive Performance from Short-Term Changes in Neural Structure 3
A Strategy-Aware Technique for Learning Behaviors from Discrete Human Feedback 2
A Strategy-Proof Online Auction with Time Discounting Values 2
A Support-Based Algorithm for the Bi-Objective Pareto Constraint 4
A Tractable Approach to ABox Abduction over Description Logic Ontologies 3
ARIA: Asymmetry Resistant Instance Alignment 5
Abduction Framework for Repairing Incomplete EL Ontologies: Complexity Results and Algorithms 4
Accurate Household Occupant Behavior Modeling Based on Data Mining Techniques 2
Accurate Integration of Aerosol Predictions by Smoothing on a Manifold 2
Acquiring Commonsense Knowledge for Sentiment Analysis through Human Computation 3
Acquiring Comparative Commonsense Knowledge from the Web 3
Active Learning for Crowdsourcing Using Knowledge Transfer 3
Active Learning with Model Selection 4
Adaptation-Guided Case Base Maintenance 4
Adaptive Knowledge Transfer for Multiple Instance Learning in Image Classification 4
Adaptive Multi-Compositionality for Recursive Neural Models with Applications to Sentiment Analysis 3
Adaptive Singleton-Based Consistencies 3
Adding Local Exploration to Greedy Best-First Search in Satisficing Planning 5
Addressing Complexity in Multi-Issue Negotiation via Utility Hypergraphs 0
Advice Provision for Choice Selection Processes with Ranked Options 0
Agent Behavior Prediction and Its Generalization Analysis 0
An Adversarial Interpretation of Information-Theoretic Bounded Rationality 0
An Agent-Based Model Studying the Acquisition of a Language System of Logical Constructions 2
An Experimentally Efficient Method for (MSS,CoMSS) Partitioning 5
Analogy Tutor: A Tutoring System for Promoting Conceptual Learning via Comparison 0
Anytime Active Learning 3
Approximate Equilibrium and Incentivizing Social Coordination 1
Approximate Lifting Techniques for Belief Propagation 4
Association Rule Hiding Based on Evolutionary Multi-Objective Optimization by Removing Items 1
Automatic Construction and Natural-Language Description of Nonparametric Regression Models 4
Automatic Game Design via Mechanic Generation 0
Automatically Creating Multilingual Lexical Resources 0
Avoiding Plagiarism in Markov Sequence Generation 3
Backdoors into Heterogeneous Classes of SAT and CSP 0
Backdoors to Planning 0
Bagging by Design (on the Suboptimality of Bagging) 4
Beat the Cheater: Computing Game-Theoretic Strategies for When to Kick a Gambler out of a Casino 1
Betting Strategies, Market Selection, and the Wisdom of Crowds 1
Biased Games 0
Binary Aggregation by Selection of the Most Representative Voters 0
Boosting SBDS for Partial Symmetry Breaking in Constraint Programming 4
Bounding the Support Size in Extensive Form Games with Imperfect Information 0
Cached Iterative Weakening for Optimal Multi-Way Number Partitioning 4
Calibration-Free BCI Based Control 2
Can Agent Development Affect Developer’s Strategy? 2
Capturing Difficulty Expressions in Student Online Q&A Discussions 1
Capturing Relational Schemas and Functional Dependencies in RDFS 1
Challenges in Materials Discovery – Synthetic Generator and Real Datasets 3
Chance-Constrained Probabilistic Simple Temporal Problems 2
Chinese Overt Pronoun Resolution: A Bilingual Approach 3
Chinese Zero Pronoun Resolution: An Unsupervised Approach Combining Ranking and Integer Linear Programming 3
Coactive Learning for Locally Optimal Problem Solving 3
Collaborative Models for Referring Expression Generation in Situated Dialogue 3
Combining Heterogenous Social and Geographical Information for Event Recommendation 4
Combining Multiple Correlated Reward and Shaping Signals by Measuring Confidence 3
Communication-Restricted Exploration for Small Teams 2
Compact Aspect Embedding for Diversified Query Expansions 3
Compilation Based Approaches to Probabilistic Planning — Thesis Summary 0
Computing Contingent Plans via Fully Observable Non-Deterministic Planning 4
Computing General First-Order Parallel and Prioritized Circumscription 4
Computing Preferences Based on Agents’ Beliefs 0
Confident Reasoning on Raven’s Progressive Matrices Tests 4
Congestion Games for V2G-Enabled EV Charging 1
Constructing Symbolic Representations for High-Level Planning 1
Content-Structural Relation Inference in Knowledge Base 2
Context-Aware Collaborative Topic Regression with Social Matrix Factorization for Recommender Systems 2
Contextually Supervised Source Separation with Application to Energy Disaggregation 2
Contraction and Revision over DL-Lite TBoxes 1
Converting Instance Checking to Subsumption: A Rethink for Object Queries over Practical Ontologies 0
Convex Co-embedding 2
Coordination of Multiple Teams of Robots for an Optimal Global Plan 0
CoreCluster: A Degeneracy Based Graph Clustering Framework 3
Cost-Based Query Optimization via AI Planning 3
Cross-Domain Metric Learning Based on Information Theory 3
Cross-Lingual Knowledge Validation Based Taxonomy Derivation from Heterogeneous Online Wikis 3
Cross-View Feature Learning for Scalable Social Image Analysis 4
Crowdsourced Explanations for Humorous Internet Memes 1
DJAO: A Communication-Constrained DCOP Algorithm that Combines Features of ADOPT and Action-GDL 3
Data Clustering by Laplacian Regularized L1-Graph 3
Data Quality in Ontology-based Data Access: The Case of Consistency 0
Datalog Rewritability of Disjunctive Datalog Programs and its Applications to Ontology Reasoning 4
Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs 2
Decentralized Stochastic Planning with Anonymity in Interactions 4
Decomposing Activities of Daily Living to Discover Routine Clusters 3
Deep Modeling of Group Preferences for Group-Based Recommendation 3
Deep Salience: Visual Salience Modeling via Deep Belief Propagation 1
Delivering Guaranteed Display Ads under Reach and Frequency Requirements 2
Designing Fast Absorbing Markov Chains 1
Detecting Information-Dense Texts in Multiple News Domains 3
Diagnosing Analogue Linear Systems Using Dynamic Topological Reconfiguration 1
Diagram Understanding in Geometry Questions 2
Direct Semantic Analysis for Social Image Classification 5
Discovering Better AAAI Keywords via Clustering with Community-Sourced Constraints 3
Distribution-Aware Sampling and Weighted Model Counting for SAT 4
Double Configuration Checking in Stochastic Local Search for Satisfiability 4
Doubly Regularized Portfolio with Risk Minimization 4
Dramatis: A Computational Model of Suspense 2
Dropout Training for Support Vector Machines 3
Dynamic Bayesian Probabilistic Matrix Factorization 4
Dynamic Multi-Agent Task Allocation with Spatial and Temporal Constraints 1
Echo-State Conditional Restricted Boltzmann Machines 3
Effective Management of Electric Vehicle Storage Using Smart Charging 1
Efficient Buyer Groups for Prediction-of-Use Electricity Tariffs 2
Efficient Codes for Inverse Dynamics During Walking 0
Efficient Generalized Fused Lasso and its Application to the Diagnosis of Alzheimer’s Disease 4
Efficient Object Detection via Adaptive Online Selection of Sensor-Array Elements 1
Efficient Optimization for Autonomous Robotic Manipulation of Natural Objects 1
Efficiently Implementing GOLOG with Answer Set Programming 4
Elementary Loops Revisited 3
Elimination Ordering in Lifted First-Order Probabilistic Inference 3
Emotion Classification in Microblog Texts Using Class Sequential Rules 3
Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework 2
Envy-Free Division of Sellable Goods 0
Equilibria in Epidemic Containment Games 2
Evaluating Trauma Patients: Addressing Missing Covariates with Joint Optimization 4
Event Recommendation in Event-Based Social Networks 1
Evolutionary Dynamics of Q-Learning over the Sequence Form 2
Exact Subspace Clustering in Linear Time 3
Experiments on Visual Information Extraction with the Faces of Wikipedia 2
Explanation-Based Approximate Weighted Model Counting for Probabilistic Logics 4
Exploiting Competition Relationship for Robust Visual Recognition 5
Exploiting Support Sets for Answer Set Programs with External Evaluations 4
Exploring the Boundaries of Decidable Verification of Non-Terminating Golog Programs 1
Exponential Deepening A* for Real-Time Agent-Centered Search 2
Extending Tournament Solutions 0
Extracting Keyphrases from Research Papers Using Citation Networks 2
False-Name Bidding and Economic Efficiency in Combinatorial Auctions 0
Fast Algorithm for Non-Stationary Gaussian Process Prediction 1
Fast Consistency Checking of Very Large Real-World RCC-8 Constraint Networks Using Graph Partitioning 4
Fast Multi-Instance Multi-Label Learning 5
Fast and Accurate Influence Maximization on Large Networks with Pruned Monte-Carlo Simulations 4
Feature Selection at the Discrete Limit 4
Feature-Cost Sensitive Learning with Submodular Trees of Classifiers 3
Finding Median Point-Set Using Earth Mover’s Distance 3
Finding the k-best Equivalence Classes of Bayesian Network Structures for Model Averaging 5
Fixing a Balanced Knockout Tournament 0
Flexible and Scalable Partially Observable Planning with Linear Translations 1
Forecasting Potential Diabetes Complications 4
Fraudulent Support Telephone Number Identification Based on Co-Occurrence Information on the Web 3
Fused Feature Representation Discovery for High-Dimensional and Sparse Data 2
GP-Localize: Persistent Mobile Robot Localization Using Online Sparse Gaussian Process Observation Model 2
Game-Theoretic Resource Allocation for Protecting Large Public Events 3
GenEth: A General Ethical Dilemma Analyzer 2
Generalized Higher-Order Tensor Decomposition via Parallel ADMM 4
Generalized Label Reduction for Merge-and-Shrink Heuristics 3
Generalizing Policy Advice with Gaussian Process Bandits for Dynamic Skill Improvement 2
Generating Content for Scenario-Based Serious-Games Using CrowdSourcing 2
Genotypic versus Behavioural Diversity for Teams of Programs under the 4-v-3 Keepaway Soccer Task 2
Give a Hard Problem to a Diverse Team: Exploring Large Action Spaces 3
Globally and Locally Consistent Unsupervised Projection 3
Gradient Descent with Proximal Average for Nonconvex and Composite Regularization 4
Grandpa Hates Robots – Interaction Constraints for Planning in Inhabited Environments 3
Grounding Acoustic Echoes in Single View Geometry Estimation 2
HC-Search for Multi-Label Prediction: An Empirical Study 4
How Do Your Friends on Social Media Disclose Your Emotions? 5
How Long Will It Take? Accurate Prediction of Ontology Reasoning Performance 6
Huffman Coding for Storing Non-Uniformly Distributed Messages in Networks of Neural Cliques 1
Hybrid Heterogeneous Transfer Learning through Deep Learning 3
Hybrid Singular Value Thresholding for Tensor Completion 2
Identifying Differences in Physician Communication Styles with a Log-Linear Transition Component Model 2
Identifying Domain-Dependent Influential Microblog Users: A Post-Feature Based Approach 0
Identifying Hierarchies for Fast Optimal Search 3
Imitation Learning with Demonstrations and Shaping Rewards 4
Improving Context and Category Matching for Entity Search 2
Improving Domain-independent Cloud-Based Speech Recognition with Domain-Dependent Phonetic Post-Processing 2
Improving Semi-Supervised Target Alignment via Label-Aware Base Kernels 3
Imputation, Social Choice, and Partial Preferences 0
Incentives for Truthful Information Elicitation of Continuous Signals 0
Incentivizing High-Quality Content from Heterogeneous Users: On the Existence of Nash Equilibrium 1
Incomplete Preferences in Single-Peaked Electorates 1
Increasing VCG Revenue by Decreasing the Quality of Items 2
Inference Graphs: A New Kind of Hybrid Reasoning System 0
Inferring Causal Directions in Errors-in-Variables Models 2
Influence Maximization with Novelty Decay in Social Networks 4
Information Sharing for Care Coordination 0
Instance-Based Domain Adaptation in NLP via In-Target-Domain Logistic Approximation 4
Intelligent System for Urban Emergency Management during Large-Scale Disaster 3
Internally Stable Matchings and Exchanges 2
Intra-View and Inter-View Supervised Correlation Analysis for Multi-View Feature Learning 3
Item Bidding for Combinatorial Public Projects 0
Joint Morphological Generation and Syntactic Linearization 7
Joule Counting Correction for Electric Vehicles Using Artificial Neural Networks 2
Kernelized Bayesian Transfer Learning 4
Knowledge Graph Embedding by Translating on Hyperplanes 3
LASS: A Simple Assignment Model with Laplacian Smoothing 2
LSDH: A Hashing Approach for Large-Scale Link Prediction in Microblogs 0
Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label Learning 5
Large-Scale Analogical Reasoning 1
Large-Scale Optimistic Adaptive Submodularity 3
Large-Scale Supervised Multimodal Hashing with Semantic Correlation Maximization 4
Latent Domains Modeling for Visual Domain Adaptation 2
Latent Low-Rank Transfer Subspace Learning for Missing Modality Recognition 2
Lazy Defenders Are Almost Optimal against Diligent Attackers 0
Learning Compositional Sparse Models of Bimodal Percepts 2
Learning Concept Embeddings for Query Expansion by Quantum Entropy Minimization 4
Learning Deep Representations for Graph Clustering 3
Learning Goal-Oriented Hierarchical Tasks from Situated Interactive Instruction 2
Learning Instance Concepts from Multiple-Instance Data with Bags as Distributions 3
Learning Latent Engagement Patterns of Students in Online Courses 2
Learning Low-Rank Representations with Classwise Block-Diagonal Structure for Robust Face Recognition 5
Learning Parametric Models for Social Infectivity in Multi-Dimensional Hawkes Processes 0
Learning Relative Similarity by Stochastic Dual Coordinate Ascent 4
Learning Scripts as Hidden Markov Models 3
Learning Temporal Dynamics of Behavior Propagation in Social Networks 2
Learning Unknown Event Models 1
Learning Word Representation Considering Proximity and Ambiguity 2
Learning from Unscripted Deictic Gesture and Language for Human-Robot Interactions 1
Learning the Structure of Probabilistic Graphical Models with an Extended Cascading Indian Buffet Process 3
Learning to Recognize Novel Objects in One Shot through Human-Robot Interactions in Natural Language Dialogues 0
Learning with Augmented Class by Exploiting Unlabeled Data 3
Leveraging Decomposed Trust in Probabilistic Matrix Factorization for Effective Recommendation 3
Leveraging Fee-Based, Imperfect Advisors in Human-Agent Games of Trust 1
Lifetime Lexical Variation in Social Media 1
Lifting Relational MAP-LPs Using Cluster Signatures 2
Linear-Time Filtering Algorithms for the Disjunctive Constraint 5
Living and Searching in the World: Object-Based State Estimation for Mobile Robots 1
Local-to-Global Consistency Implies Tractability of Abduction 1
Locality Preserving Hashing 3
Locality Preserving Projection for Domain Adaptation with Multi-Objective Learning 2
Locality-Constrained Low-Rank Coding for Image Classification 4
Low-Rank Tensor Completion with Spatio-Temporal Consistency 2
Low-Rank Tensor Learning with Discriminant Analysis for Action Classification and Image Recovery 4
Machine Translation with Real-Time Web Search 4
Making CP-Nets (More) Useful 0
Managing Change in Graph-Structured Data Using Description Logics 0
Manifold Learning for Jointly Modeling Topic and Visualization 2
Manifold Spanning Graphs 2
Mapping Users across Networks by Manifold Alignment on Hypergraph 2
MaxSAT by Improved Instance-Specific Algorithm Configuration 6
Maximum Satisfiability Using Core-Guided MaxSAT Resolution 3
Mechanism Design for Mobile Geo-Location Advertising 4
Mechanism Design for Scheduling with Uncertain Execution Time 0
Mind the Gap: Machine Translation by Minimizing the Semantic Gap in Embedding Space 3
Minimising Undesired Task Costs in Multi-Robot Task Allocation Problems with In-Schedule Dependencies 3
Mixing-Time Regularized Policy Gradient 3
Modal Ranking: A Uniquely Robust Voting Rule 0
Modeling Argumentation and Explanation in the Social Web 0
Modeling Subjective Experience-Based Learning under Uncertainty and Frames 1
Modeling and Mining Spatiotemporal Patterns of Infection Risk from Heterogeneous Data for Active Surveillance Planning 2
Modeling and Predicting Popularity Dynamics via Reinforced Poisson Processes 1
Monte Carlo Filtering Using Kernel Embedding of Distributions 4
Monte-Carlo Simulation Adjusting 3
Multi-Instance Learning with Distribution Change 3
Multi-Organ Exchange: The Whole Is Greater than the Sum of its Parts 2
Multiagent Metareasoning through Organizational Design 2
Multilabel Classification with Label Correlations and Missing Labels 3
Natural Temporal Difference Learning 3
New Models for Competitive Contagion 0
Non-Convex Feature Learning via Lp,inf Operator 4
Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests 2
Non-Restarting SAT Solvers with Simple Preprocessing Can Efficiently Simulate Resolution 1
Novel Density-Based Clustering Algorithms for Uncertain Data 2
On Boosting Sparse Parities 4
On Computing Optimal Strategies in Open List Proportional Representation: The Two Parties Case 0
On Dataless Hierarchical Text Classification 4
On Detecting Nearly Structured Preference Profiles 0
On Hair Recognition in the Wild by Machine 3
On the Axiomatic Characterization of Runoff Voting Rules 0
On the Challenges of Physical Implementations of RBMs 3
On the Incompatibility of Efficiency and Strategyproofness in Randomized Social Choice 0
On the Structure of Synergies in Cooperative Games 2
Online (Budgeted) Social Choice 1
Online Classification Using a Voted RDA Method 4
Online Multi-Task Gradient Temporal-Difference Learning 1
Online Multi-Task Learning via Sparse Dictionary Optimization 3
Online Portfolio Selection with Group Sparsity 3
Online Search Algorithm Configuration 2
Online Social Spammer Detection 5
Online and Stochastic Learning with a Human Cognitive Bias 2
Optimal Decoupling in Linear Constraint Systems 0
Optimal Neighborhood Preserving Visualization by Maximum Satisfiability 3
Optimal and Efficient Stochastic Motion Planning in Partially-Known Environments 2
Optimizing and Learning Diffusion Behaviors in Complex Network 0
Ordering Effects and Belief Adjustment in the Use of Comparison Shopping Agents 2
Oversubscription Planning: Complexity and Compilability 0
PAC Rank Elicitation through Adaptive Sampling of Stochastic Pairwise Preferences 1
PREGO: An Action Language for Belief-Based Cognitive Robotics in Continuous Domains 4
Pairwise-Covariance Linear Discriminant Analysis 4
Parallel Materialisation of Datalog Programs in Centralised, Main-Memory RDF Systems 6
Parallel Restarted Search 3
Parametrized Families of Hard Planning Problems from Phase Transitions 3
Partial Multi-View Clustering 4
Partial Satisfaction Planning under Time Uncertainty with Control on When Objectives Can Be Aborted 0
Pathway Specification and Comparative Queries: A High Level Language with Petri Net Semantics 4
Pay-As-You-Go OWL Query Answering Using a Triple Store 3
Placement of Loading Stations for Electric Vehicles: No Detours Necessary! 3
Planning as Model Checking in Hybrid Domains 2
Point-Based POMDP Solving with Factored Value Function Approximation 3
Potential-Aware Imperfect-Recall Abstraction with Earth Mover’s Distance in Imperfect-Information Games 2
Power Iterated Color Refinement 5
Pre-Trained Multi-View Word Embedding Using Two-Side Neural Network 2
Predicting Emotions in User-Generated Videos 2
Predicting Postoperative Atrial Fibrillation from Independent ECG Components 0
Predicting the Hardness of Learning Bayesian Networks 5
Prediction of Helpful Reviews Using Emotions Extraction 3
Preference Elicitation and Interview Minimization in Stable Matchings 3
Preprocessing for Propositional Model Counting 5
Prices Matter for the Parameterized Complexity of Shift Bribery 0
Privacy and Regression Model Preserved Learning 3
Probabilistic Planning with Reduced Models 2
Programming by Example Using Least General Generalizations 1
Propagating Regular Counting Constraints 4
Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization 4
Q-Intersection Algorithms for Constraint-Based Robust Parameter Estimation 5
Qualitative Planning with Quantitative Constraints for Online Learning of Robotic Behaviours 1
Qualitative Reasoning with Modelica Models 1
Quality-Based Learning for Web Data Classification 4
Querying Inconsistent Description Logic Knowledge Bases under Preferred Repair Semantics 3
R2: An Efficient MCMC Sampler for Probabilistic Programs 3
Ranking Tweets by Labeled and Collaboratively Selected Pairs with Transitive Closure 2
ReLISH: Reliable Label Inference via Smoothness Hypothesis 3
Reasoning on LTL on Finite Traces: Insensitivity to Infiniteness 3
Recommendation by Mining Multiple User Behaviors with Group Sparsity 3
Reconsidering Mutual Information Based Feature Selection: A Statistical Significance View 5
Recovering from Selection Bias in Causal and Statistical Inference 1
Regret Transfer and Parameter Optimization 3
Regret-Based Multi-Agent Coordination with Uncertain Task Rewards 4
Regret-Based Optimization and Preference Elicitation for Stackelberg Security Games with Uncertainty 4
Reinforcement Learning on Multiple Correlated Signals 0
Relational One-Class Classification: A Non-Parametric Approach 3
Relaxation Search: A Simple Way of Managing Optional Clauses 3
RepRev: Mitigating the Negative Effects of Misreported Ratings 1
Representing Words as Lymphocytes 2
Reputation-Aware Continuous Double Auction 0
Robot Team Exploration with Communication Restrictions 1
Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise 2
Robust Distance Metric Learning in the Presence of Label Noise 3
Robust Multi-View Spectral Clustering via Low-Rank and Sparse Decomposition 3
Robust Non-Negative Dictionary Learning 2
Robust Visual Robot Localization Across Seasons Using Network Flows 1
Robust Winners and Winner Determination Policies under Candidate Uncertainty 1
Role-Aware Conformity Modeling and Analysis in Social Networks 2
Roles and Teams Hedonic Games 1
Rounded Dynamic Programming for Tree-Structured Stochastic Network Design 2
SOML: Sparse Online Metric Learning with Application to Image Retrieval 3
SUIT: A Supervised User-Item Based Topic Model for Sentiment Analysis 2
Sample-adaptive Multiple Kernel Learning 4
Saturated Path-Constrained MDP: Planning under Uncertainty and Deterministic Model-Checking Constraints 3
Scalable Complex Contract Negotiation with Structured Search and Agenda Management 2
Scalable Sparse Covariance Estimation via Self-Concordance 3
Schedule-Based Robotic Search for Multiple Residents in a Retirement Home Environment 2
Scheduling for Transfers in Pickup and Delivery Problems with Very Large Neighborhood Search 3
Semantic Data Representation for Improving Tensor Factorization 3
Semantic Graph Construction for Weakly-Supervised Image Parsing 2
Semantic Segmentation Using Multiple Graphs with Block-Diagonal Constraints 3
Semantical Clustering of Morphologically Related Chinese Words 2
Semi-Supervised Matrix Completion for Cross-Lingual Text Classification 3
SenticNet 3: A Common and Common-Sense Knowledge Base for Cognition-Driven Sentiment Analysis 2
Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks 2
Signals in the Silence: Models of Implicit Feedback in a Recommendation System for Crowdsourcing 2
Signed Laplacian Embedding for Supervised Dimension Reduction 2
Similarity-Preserving Binary Signature for Linear Subspaces 2
Simpler Bounded Suboptimal Search 5
Simultaneous Cake Cutting 0
Sketch Recognition with Natural Correction and Editing 3
Small-Variance Asymptotics for Dirichlet Process Mixtures of SVMs 4
Social Capital in Network Organizations 0
Social Planning: Achieving Goals by Altering Others’ Mental States 1
Solving Imperfect Information Games Using Decomposition 3
Solving Semantic Problems Using Contexts Extracted from Knowledge Graphs 1
Solving Uncertain MDPs by Reusing State Information and Plans 4
Solving Zero-Sum Security Games in Discretized Spatio-Temporal Domains 1
Solving the Inferential Frame Problem in the General Game Description Language 2
Solving the Traveling Tournament Problem by Packing Three-Vertex Paths 5
Source Free Transfer Learning for Text Classification 4
Sparse Compositional Metric Learning 4
Sparse Learning for Stochastic Composite Optimization 3
Spatial Scan for Disease Mapping on a Mobile Population 2
Spatio-Temporal Consistency as a Means to Identify Unlabeled Objects in a Continuous Data Field 3
Spectral Thompson Sampling 3
State Aggregation in Monte Carlo Tree Search 0
Stochastic Privacy 1
Strategyproof Exchange with Multiple Private Endowments 0
Structured Possibilistic Planning Using Decision Diagrams 3
Sub-Selective Quantization for Large-Scale Image Search 3
Supervised Hashing for Image Retrieval via Image Representation Learning 3
Supervised Scoring with Monotone Multidimensional Splines 1
Supervised Transfer Sparse Coding 3
Symbolic Domain Predictive Control 1
Symbolic Model Checking Epistemic Strategy Logic 2
Synthesis of Geometry Proof Problems 3
TacTex’13: A Champion Adaptive Power Trading Agent 2
Tailoring Local Search for Partial MaxSAT 4
Testable Implications of Linear Structural Equation Models 1
The Complexity of Reasoning with FODD and GFODD 0
The Computational Complexity of Structure-Based Causality 0
The Computational Rise and Fall of Fairness 4
The Effect of Similarity between Human and Machine Action Choices on Adaptive Automation Performance 1
The Fisher Market Game: Equilibrium and Welfare 0
The Importance of Cognition and Affect for Artificially Intelligent Decision Makers 1
The Most Uncreative Examinee: A First Step toward Wide Coverage Natural Language Math Problem Solving 2
The Role of Dimensionality Reduction in Classification 3
The Semantic Interpretation of Trust in Multiagent Interactions 3
Theory of Cooperation in Complex Social Networks 2
Tightening Bounds for Bayesian Network Structure Learning 2
To Share or Not to Share? The Single Agent in a Team Decision Problem 1
TopicMF: Simultaneously Exploiting Ratings and Reviews for Recommendation 2
Towards Scalable Exploration of Diagnoses in an Ontology Stream 2
Towards Topological-Transformation Robust Shape Comparison: A Sparse Representation Based Manifold Embedding Approach 2
Tractability through Exchangeability: A New Perspective on Efficient Probabilistic Inference 0
Tree-Based On-Line Reinforcement Learning 3
Trust Prediction with Propagation and Similarity Regularization 3
Two Case Studies for Trading Multiple Indivisible Goods with Indifferences 1
Type-Based Exploration with Multiple Search Queues for Satisficing Planning 4
Uncorrelated Multi-View Discrimination Dictionary Learning for Recognition 4
Uncovering Hidden Structure through Parallel Problem Decomposition 0
Unsupervised Alignment of Natural Language Instructions with Video Segments 0
User Group Oriented Temporal Dynamics Exploration 1
User Intent Identification from Online Discussions Using a Joint Aspect-Action Topic Model 1
Using Model-Based Diagnosis to Improve Software Testing 3
Using Narrative Function to Extract Qualitative Information from Natural Language Texts 2
Using Response Functions to Measure Strategy Strength 1
Using The Matrix Ridge Approximation to Speedup Determinantal Point Processes Sampling Algorithms 4
Using Timed Game Automata to Synthesize Execution Strategies for Simple Temporal Networks with Uncertainty 4
Voting with Rank Dependent Scoring Rules 0
Where and Why Users “Check In” 2
Who Also Likes It? Generating the Most Persuasive Social Explanations in Recommender Systems 1
Wormhole Hamiltonian Monte Carlo 2
Worst-Case Solution Quality Analysis When Not Re-Expanding Nodes in Best-First Search 2
k-CoRating: Filling Up Data to Obtain Privacy and Utility 5