No. 1: Thirty-First AAAI Conference On Artificial Intelligence
Machine Learning Methods
Deep MIML Network
PDFThompson Sampling for Stochastic Bandits with Graph Feedback
PDFUnsupervised Domain Adaptation with a Relaxed Covariate Shift Assumption
PDFOptimal Neighborhood Kernel Clustering with Multiple Kernels
PDFAchieving Privacy in the Adversarial Multi-Armed Bandit
PDFMultiple Kernel k-Means with Incomplete Kernels
PDFLearning Residual Alternating Automata
PDFRobust Loss Functions under Label Noise for Deep Neural Networks
PDFHeavy-Tailed Analogues of the Covariance Matrix for ICA
PDFContinuous Conditional Dependency Network for Structured Regression
PDFEfficient Sparse Low-Rank Tensor Completion Using the Frank-Wolfe Algorithm
PDFThe Bernstein Mechanism: Function Release under Differential Privacy
PDFEstimating the Maximum Expected Value in Continuous Reinforcement Learning Problems
PDFVariable Kernel Density Estimation in High-Dimensional Feature Spaces
PDFBinary Embedding with Additive Homogeneous Kernels
PDFLearning Bayesian Networks with Incomplete Data by Augmentation
PDFA General Efficient Hyperparameter-Free Algorithm for Convolutional Sparse Learning
PDFInfinitely Many-Armed Bandits with Budget Constraints
PDFCBRAP: Contextual Bandits with RAndom Projection
PDFSolving Indefinite Kernel Support Vector Machine with Difference of Convex Functions Programming
PDFLarge Graph Hashing with Spectral Rotation
PDFFast Compressive Phase Retrieval under Bounded Noise
PDFAdaptive Proximal Average Approximation for Composite Convex Minimization
PDFFast Online Incremental Learning on Mixture Streaming Data
PDFMultilinear Regression for Embedded Feature Selection with Application to fMRI Analysis
PDFPatch Reordering: A NovelWay to Achieve Rotation and Translation Invariance in Convolutional Neural Networks
PDFFrom Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach
PDFLatent Discriminant Analysis with Representative Feature Discovery
PDFBalanced Clustering with Least Square Regression
PDFScalable Graph Embedding for Asymmetric Proximity
PDFTaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records
PDFActive Search for Sparse Signals with Region Sensing
PDFHow to Train a Compact Binary Neural Network with High Accuracy?
PDFA Unified Algorithm for One-Cass Structured Matrix Factorization with Side Information
PDFBilateral k-Means Algorithm for Fast Co-Clustering
PDFParameter Free Large Margin Nearest Neighbor for Distance Metric Learning
PDFDeep Collective Inference
PDFLow-Rank Factorization of Determinantal Point Processes
PDFA Riemannian Network for SPD Matrix Learning
PDFMulti-View Clustering via Deep Matrix Factorization
PDFTwin Learning for Similarity and Clustering: A Unified Kernel Approach
PDFTsallis Regularized Optimal Transport and Ecological Inference
PDFColumn Networks for Collective Classification
PDFCompressed K-Means for Large-Scale Clustering
PDFSelf-Correcting Models for Model-Based Reinforcement Learning
PDFOnline Active Linear Regression via Thresholding
PDFQuery-Efficient Imitation Learning for End-to-End Simulated Driving
PDFDeep Hashing: A Joint Approach for Image Signature Learning
PDFDeep Learning for Fixed Model Reuse
PDFLearning Safe Prediction for Semi-Supervised Regression
PDFStreaming Classification with Emerging New Class by Class Matrix Sketching
PDFAccelerated Variance Reduced Stochastic ADMM
PDFMulti-Kernel Low-Rank Dictionary Pair Learning for Multiple Features Based Image Classification
PDFLifted Inference for Convex Quadratic Programs
PDFFast Generalized Distillation for Semi-Supervised Domain Adaptation
PDFSampling Beats Fixed Estimate Predictors for Cloning Stochastic Behavior in Multiagent Systems
PDFMultivariate Hawkes Processes for Large-Scale Inference
PDFSelf-Paced Multi-Task Learning
PDFPoisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions
PDFEfficient Non-Oblivious Randomized Reduction for Risk Minimization with Improved Excess Risk Guarantee
PDFAsymmetric Discrete Graph Hashing
PDFProbabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling
PDFLearning Non-Linear Dynamics of Decision Boundaries for Maintaining Classification Performance
PDFMatching Node Embeddings for Graph Similarity
PDFA Framework of Online Learning with Imbalanced Streaming Data
PDFDiscover Multiple Novel Labels in Multi-Instance Multi-Label Learning
PDFOn Learning High Dimensional Structured Single Index Models
PDFA Nearly-Black-Box Online Algorithm for Joint Parameter and State Estimation in Temporal Models
PDFA General Framework for Sparsity Regularized Feature Selection via Iteratively Reweighted Least Square Minimization
PDFGeneralized Ambiguity Decompositions for Classification with Applications in Active Learning and Unsupervised Ensemble Pruning
PDFPolynomial Optimization Methods for Matrix Factorization
PDFScalable Multitask Policy Gradient Reinforcement Learning
PDFAsynchronous Mini-Batch Gradient Descent with Variance Reduction for Non-Convex Optimization
PDFEstimating Uncertainty Online Against an Adversary
PDFScalable Optimization of Multivariate Performance Measures in Multi-instance Multi-label Learning
PDFMulticlass Capped _p-Norm SVM for Robust Classifications
PDFWhere to Add Actions in Human-in-the-Loop Reinforcement Learning
PDFSemi-Supervised Classifications via Elastic and Robust Embedding
PDFThe Multivariate Generalised von Mises Distribution: Inference and Applications
PDFLocal Centroids Structured Non-Negative Matrix Factorization
PDFActive Search in Intensionally Specified Structured Spaces
PDFDistributed Negative Sampling for Word Embeddings
PDFRobust Partially-Compressed Least-Squares
PDFEfficient Ordered Combinatorial Semi-Bandits for Whole-Page Recommendation
PDFFactorization Bandits for Interactive Recommendation
PDFRecovering True Classifier Performance in Positive-Unlabeled Learning
PDFLabel-Free Supervision of Neural Networks with Physics and Domain Knowledge
PDFCleaning the Null Space: A Privacy Mechanism for Predictors
PDFImportance Sampling with Unequal Support
PDFAutomatic Curriculum Graph Generation for Reinforcement Learning Agents
PDFSCOPE: Scalable Composite Optimization for Learning on Spark
PDFSequential Classification-Based Optimization for Direct Policy Search
PDFLearning Unitary Operators with Help From u(n)
PDFScalable Feature Selection via Distributed Diversity Maximization
PDFNon-Negative Inductive Matrix Completion for Discrete Dyadic Data
PDFSelecting Sequences of Items via Submodular Maximization
PDFGrowing Interpretable Part Graphs on ConvNets via Multi-Shot Learning
PDFLock-Free Optimization for Non-Convex Problems
PDFWeighted Bandits or: How Bandits Learn Distorted Values That Are Not Expected
PDFCoactive Critiquing: Elicitation of Preferences and Features
PDFThe Option-Critic Architecture
PDFResource Constrained Structured Prediction
PDFScalable Algorithm for Higher-Order Co-Clustering via Random Sampling
PDFApproximate Conditional Gradient Descent on Multi-Class Classification
PDFCommunication Lower Bounds for Distributed Convex Optimization: Partition Data on Features
PDFWhen and Why Are Deep Networks Better Than Shallow Ones?
PDFPolicy Search with High-Dimensional Context Variables
PDFAsynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction
PDFDynamic Action Repetition for Deep Reinforcement Learning
PDFGeneralization Error Bounds for Optimization Algorithms via Stability
PDFModeling Skewed Class Distributions by Reshaping the Concept Space
PDFA General Clustering Agreement Index: For Comparing Disjoint and Overlapping Clusters
PDFOrdinal Constrained Binary Code Learning for Nearest Neighbor Search
PDFTransfer Learning for Deep Learning on Graph-Structured Data
PDFCross-Domain Kernel Induction for Transfer Learning
PDFAlternating Back-Propagation for Generator Network
PDFA Two-Stage Approach for Learning a Sparse Model with Sharp Excess Risk Analysis
PDFMulti-View Clustering and Semi-Supervised Classification with Adaptive Neighbours
PDFLabel Efficient Learning by Exploiting Multi-Class Output Codes
PDFAddressing Imbalance in Multi-Label Classification Using Structured Hellinger Forests
PDFBeyond RPCA: Flattening Complex Noise in the Frequency Domain
PDFSpectral Clustering with Brainstorming Process for Multi-View Data
PDFTwo-Dimensional PCA with F-Norm Minimization
PDFClassification with Minimax Distance Measures
PDFTransfer Reinforcement Learning with Shared Dynamics
PDFUnimodal Thompson Sampling for Graph-Structured Arms
PDFRank Ordering Constraints Elimination with Application for Kernel Learning
PDFAn Exact Penalty Method for Binary Optimization Based on MPEC Formulation
PDFLatent Smooth Skeleton Embedding
PDFEnumerate Lasso Solutions for Feature Selection
PDFOne-Step Spectral Clustering via Dynamically Learning Affinity Matrix and Subspace
PDFRegularization for Unsupervised Deep Neural Nets
PDFConvex Co-Embedding for Matrix Completion with Predictive Side Information
PDFImproving Efficiency of SVM k-Fold Cross-Validation by Alpha Seeding
PDFLearning Invariant Deep Representation for NIR-VIS Face Recognition
PDFNear-Optimal Active Learning of Halfspaces via Query Synthesis in the Noisy Setting
PDFGeneralization Analysis for Ranking Using Integral Operator
PDFParametric Dual Maximization for Non-Convex Learning Problems
PDFSparse Subspace Clustering by Learning Approximation _0 Codes
PDFStructure Regularized Unsupervised Discriminant Feature Analysis
PDFLow-Rank Tensor Completion with Total Variation for Visual Data Inpainting
PDFDenoising Criterion for Variational Auto-Encoding Framework
PDFExploring Commonality and Individuality for Multi-Modal Curriculum Learning
PDFConfidence-Rated Discriminative Partial Label Learning
PDFA Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression
PDFSparse Boltzmann Machines with Structure Learning as Applied to Text Analysis
PDFCost-Sensitive Feature Selection via F-Measure Optimization Reduction
PDFInfinite Kernel Learning: Generalization Bounds and Algorithms
PDFUnbiased Multivariate Correlation Analysis
PDFStructured Inference Networks for Nonlinear State Space Models
PDFLearning Deep Latent Space for Multi-Label Classification
PDFUniversum Prescription: Regularization Using Unlabeled Data
PDFLearning Sparse Task Relations in Multi-Task Learning
PDFIdentifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration
PDFCross-Domain Ranking via Latent Space Learning
PDFAccelerated Gradient Temporal Difference Learning
PDFPlaying FPS Games with Deep Reinforcement Learning
PDFDistant Domain Transfer Learning
PDFCascade Subspace Clustering
PDFRandom Features for Shift-Invariant Kernels with Moment Matching
PDFSemi-Supervised Adaptive Label Distribution Learning for Facial Age Estimation
PDFMulti-View Correlated Feature Learning by Uncovering Shared Component
PDFOFFER: Off-Environment Reinforcement Learning
PDFBilinear Probabilistic Canonical Correlation Analysis via Hybrid Concatenations
PDFUnsupervised Learning with Truncated Gaussian Graphical Models
PDFFredholm Multiple Kernel Learning for Semi-Supervised Domain Adaptation
PDFRiemannian Submanifold Tracking on Low-Rank Algebraic Variety
PDFTop-k Hierarchical Classification
PDFFeature Selection Guided Auto-Encoder
PDFUnsupervised Large Graph Embedding
PDFInductive Pairwise Ranking: Going Beyond the n log(n) Barrier
PDFMPGL: An Efficient Matching Pursuit Method for Generalized LASSO
PDFNonlinear Dynamic Boltzmann Machines for Time-Series Prediction
PDFTunable Sensitivity to Large Errors in Neural Network Training
PDFSeqGAN: Sequence Generative Adversarial Nets with Policy Gradient
PDFRelational Deep Learning: A Deep Latent Variable Model for Link Prediction
PDFPAC Identification of a Bandit Arm Relative to a Reward Quantile
PDFEfficient Online Model Adaptation by Incremental Simplex Tableau
PDFInformative Subspace Learning for Counterfactual Inference
PDFSparse Deep Transfer Learning for Convolutional Neural Network
PDFQuerying Partially Labelled Data to Improve a K-nn Classifier
PDFSelf-Paced Learning: An Implicit Regularization Perspective
PDF
Main Track: NLP and Text Mining
Structural Correspondence Learning for Cross-Lingual Sentiment Classification with One-to-Many Mappings
PDFGreedy Flipping for Constrained Word Deletion
PDFEfficiently Mining High Quality Phrases from Texts
PDFUsing Discourse Signals for Robust Instructor Intervention Prediction
PDFRecurrent Neural Networks with Auxiliary Labels for Cross-Domain Opinion Target Extraction
PDFLearning Latent Sentiment Scopes for Entity-Level Sentiment Analysis
PDFCollaborative User Clustering for Short Text Streams
PDFAutomatic Emphatic Information Extraction from Aligned Acoustic Data and Its Application on Sentence Compression
PDFCommunity-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning
PDFEfficient Dependency-Guided Named Entity Recognition
PDFSalience Estimation via Variational Auto-Encoders for Multi-Document Summarization
PDFUnsupervised Sentiment Analysis with Signed Social Networks
PDFImproving Event Causality Recognition with Multiple Background Knowledge Sources Using Multi-Column Convolutional Neural Networks
PDFAttentive Interactive Neural Networks for Answer Selection in Community Question Answering
PDFBootstrapping Distantly Supervised IE Using Joint Learning and Small Well-Structured Corpora
PDFWhat Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM
PDFDistant Supervision via Prototype-Based Global Representation Learning
PDFWord Embedding Based Correlation Model for Question/Answer Matching
PDF
AAAI Technical Track: Vision
Deep Correlated Metric Learning for Sketch-based 3D Shape Retrieval
PDFDepth CNNs for RGB-D Scene Recognition: Learning from Scratch Better than Transferring from RGB-CNNs
PDFWeakly Supervised Learning of Part Selection Model with Spatial Constraints for Fine-Grained Image Classification
PDFUnsupervised Learning of Multi-Level Descriptors for Person Re-Identification
PDFLearning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image
PDFDECK: Discovering Event Composition Knowledge from Web Images for Zero-Shot Event Detection and Recounting in Videos
PDFAttributes for Improved Attributes: A Multi-Task Network Utilizing Implicit and Explicit Relationships for Facial Attribute Classification
PDFFully Convolutional Neural Networks with Full-Scale-Features for Semantic Segmentation
PDFRegularized Diffusion Process for Visual Retrieval
PDFSherlock: Scalable Fact Learning in Images
PDFVINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem
PDFAn End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data
PDFNonnegative Orthogonal Graph Matching
PDFWeakly Supervised Semantic Segmentation Using Superpixel Pooling Network
PDFDifferentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network
PDFCollective Deep Quantization for Efficient Cross-Modal Retrieval
PDFClosing the Loop for Edge Detection and Object Proposals
PDFVisual Object Tracking for Unmanned Aerial Vehicles: A Benchmark and New Motion Models
PDFFace Hallucination with Tiny Unaligned Images by Transformative Discriminative Neural Networks
PDFImage Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity
PDFBoosting Complementary Hash Tables for Fast Nearest Neighbor Search
PDFA Multi-Task Deep Network for Person Re-Identification
PDFLocalizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition
PDFLearning Patch-Based Dynamic Graph for Visual Tracking
PDFQuantifying and Detecting Collective Motion by Manifold Learning
PDFRobust Visual Tracking via Local-Global Correlation Filter
PDFA Multiview-Based Parameter Free Framework for Group Detection
PDFAn Artificial Agent for Robust Image Registration
PDFVideo Recovery via Learning Variation and Consistency of Images
PDFAttention Correctness in Neural Image Captioning
PDFReference Based LSTM for Image Captioning
PDFTextBoxes: A Fast Text Detector with a Single Deep Neural Network
PDFNon-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization
PDFWeakly-Supervised Deep Nonnegative Low-Rank Model for Social Image Tag Refinement and Assignment
PDFOnline Multi-Target Tracking Using Recurrent Neural Networks
PDFZero-Shot Recognition via Direct Classifier Learning with Transferred Samples and Pseudo Labels
PDFEfficient Object Instance Search Using Fuzzy Objects Matching
PDFMulti-Path Feedback Recurrent Neural Networks for Scene Parsing
PDFDetection and Recognition of Text Embedded in Online Images via Neural Context Models
PDFCross-View People Tracking by Scene-Centered Spatio-Temporal Parsing
PDFTitle Learning Latent Subevents in Activity Videos Using Temporal Attention Filters
PDFInception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
PDFVideo Captioning with Listwise Supervision
PDFLeveraging Video Descriptions to Learn Video Question Answering
PDFImage Caption with Global-Local Attention
PDFLeveraging Saccades to Learn Smooth Pursuit: A Self-Organizing Motion Tracking Model Using Restricted Boltzmann Machines
PDFDeep Manifold Learning of Symmetric Positive Definite Matrices with Application to Face Recognition
PDFActive Video Summarization: Customized Summaries via On-line Interaction with the User
PDFText-Guided Attention Model for Image Captioning
PDFPrivacy-Preserving Human Activity Recognition from Extreme Low Resolution
PDFRobust MIL-Based Feature Template Learning for Object Tracking
PDFLearning Discriminative Activated Simplices for Action Recognition
PDFBuilding an End-to-End Spatial-Temporal Convolutional Network for Video Super-Resolution
PDF
Student Abstract Track
Participatory Art Museum: Collecting and Modeling Crowd Opinions
PDFEnhancing the Privacy of Predictors
PDFHigh-Resolution Mobile Fingerprint Matching via Deep Joint KNN-Triplet Embedding
PDFNeuron Learning Machine for Representation Learning
PDFAn Advising Framework for Multiagent Reinforcement Learning Systems
PDFNatural Language Person Retrieval
PDFSemantic Connection Based Topic Evolution
PDFA Position-Biased PageRank Algorithm for Keyphrase Extraction
PDFCoordinating Human and Agent Behavior in Collective-Risk Scenarios
PDFFast Electrical Demand Optimization Under Real-Time Pricing
PDFA Deep Learning Approach for Arabic Caption Generation Using Roots-Words
PDFPolicy Reuse in Deep Reinforcement Learning
PDFATSUM: Extracting Attractive Summaries for News Propagation on Microblogs
PDFExtracting Highly Effective Features for Supervised Learning via Simultaneous Tensor Factorization
PDFSReN: Shape Regression Network for Comic Storyboard Extraction
PDFKeyphrase Extraction with Sequential Pattern Mining
PDFImproving Greedy Best-First Search by Removing Unintended Search Bias (Extended Abstract)
PDFSemantic Inference of Bird Songs Using Dynamic Bayesian Networks
PDFA Computational Assessment Model for the Adaptive Level of Rehabilitation Exergames for the Elderly
PDFAudio Feature Learning with Triplet-Based Embedding Network
PDFSemantic Interpretation of Social Network Communities
PDFChaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback
PDFImproving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning
PDFRobust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes
PDFA Systematic Practice of Judging the Success of a Robotic Grasp Using Convolutional Neural Network
PDFDetecting Review Spammer Groups
PDFHandwriting Profiling Using Generative Adversarial Networks
PDFAttention Based LSTM for Target Dependent Sentiment Classification
PDFAuthorship Attribution with Topic Drift Model
PDFPredicting User Roles from Computer Logs Using Recurrent Neural Networks
PDFCommunity-Based Question Answering via Contextual Ranking Metric Network Learning
PDFUser Modeling Using LSTM Networks
PDFA Sampling Based Approach for Proactive Project Scheduling with Time-Dependent Duration Uncertainty
PDFAutomatically Extracting Axioms in Classical Planning
PDFA Finite Memory Automaton for Two-Armed Bernoulli Bandit Problems
PDFFrame-Based Ontology Alignment
PDFLearning to Avoid Dominated Action Sequences in Planning for Black-Box Domains
PDFCoalition Structure Generation Utilizing Graphical Representation of Partition Function Games
PDFBoosting for Real-Time Multivariate Time Series Classification
PDFDiscovering Conversational Dependencies between Messages in Dialogs
PDFMultimodal Fusion of EEG and Musical Features in Music-Emotion Recognition
PDFWikitop: Using Wikipedia Category Network to Generate Topic Trees
PDFAndroid Malware Detection with Weak Ground Truth Data
PDFRobust Stable Marriage
PDFSEAPoT-RL: Selective Exploration Algorithm for Policy Transfer in RL
PDFTowards User Personality Profiling from Multiple Social Networks
PDFKernelized Evolutionary Distance Metric Learning for Semi-Supervised Clustering
PDFLearning Options in Multiobjective Reinforcement Learning
PDFPredicting Mortality of Intensive Care Patients via Learning about Hazard
PDFCycle-Based Singleton Local Consistencies
PDFHybridizing Interval Temporal Logics: The First Step
PDFEvolutionary Machine Learning for RTS Game StarCraft
PDFExtreme Gradient Boosting and Behavioral Biometrics
PDFPAG2ADMG: A Novel Methodology to Enumerate Causal Graph Structures
PDFGrounded Action Transformation for Robot Learning in Simulation
PDFThe Complexity of Succinct Elections
PDFBootstrapping with Models: Confidence Intervals for Off-Policy Evaluation
PDFAuto-Annotation of 3D Objects via ImageNet
PDFCross-Domain Sentiment Classification via Topic-Related TrAdaBoost
PDFRethinking the Link Prediction Problem in Signed Social Networks
PDFSemantic Representation Using Explicit Concept Space Models
PDFPreference Elicitation in DCOPs for Scheduling Devices in Smart Buildings
PDFRedesigning Stochastic Environments for Maximized Utility
PDFPlan Recognition Design
PDF
AAAI Technical Track: Knowledge Representation and Reasoning
Strategic Sequences of Arguments for Persuasion Using Decision Trees
PDFNon-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs
PDFSolving Advanced Argumentation Problems with Answer-Set Programming
PDFPractical TBox Abduction Based on Justification Patterns
PDFDon’t Forget the Quantifiable Relationship between Words: Using Recurrent Neural Network for Short Text Topic Discovery
PDFProjE: Embedding Projection for Knowledge Graph Completion
PDFNumber Restrictions on Transitive Roles in Description Logics with Nominals
PDFOn the Transitivity of Hypernym-Hyponym Relations in Data-Driven Lexical Taxonomies
PDFGraph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy
PDFSmall Is Beautiful: Computing Minimal Equivalent EL Concepts
PDFEntropic Causal Inference
PDFOn Equivalence and Inconsistency of Answer Set Programs with External Sources
PDFEfficient Evaluation of Answer Set Programs with External Sources Based on External Source Inlining
PDFOn the Computation of Paracoherent Answer Sets
PDFPolynomially Bounded Logic Programs with Function Symbols: A New Decidable
PDFAn Improved Algorithm for Learning to Perform Exception-Tolerant Abduction
PDFTrust-Sensitive Evolution of DL-Lite Knowledge Bases
PDFOntology Materialization by Abstraction Refinement in Horn SHOIF
PDFThe Unusual Suspects: Deep Learning Based Mining of Interesting Entity Trivia from Knowledge Graphs
PDFLPMLN, Weak Constraints, and P-log
PDFQuery Answering in DL-Lite with Datatypes: A Non-Uniform Approach
PDFAdd Data into Business Process Verification: Bridging the Gap between Theory and Practice
PDFSAT Encodings for Distance-Based Belief Merging Operators
PDFOntology-Mediated Queries for Probabilistic Databases
PDFDiagnosability Planning for Controllable Discrete Event Systems
PDFOntology-Based Data Access with a Horn Fragment of Metric Temporal Logic
PDFAbstraction in Situation Calculus Action Theories
PDFPreferential Structures for Comparative Probabilistic Reasoning
PDFCausal Discovery Using Regression-Based Conditional Independence Tests
PDFThe Symbolic Interior Point Method
PDFCompiling Graph Substructures into Sentential Decision Diagrams
PDFSource Information Disclosure in Ontology-Based Data Integration
PDFChecking the Consistency of Combined Qualitative Constraint Networks
PDF
AAAI Technical Track: Heuristic Search and Optimization
Automatic Logic-Based Benders Decomposition with MiniZinc
PDFEfficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates
PDFA Unified Convex Surrogate for the Schatten-p Norm
PDFAn Exact Algorithm for the Maximum Weight Clique Problem in Large Graphs
PDFEfficient Stochastic Optimization for Low-Rank Distance Metric Learning
PDFA Generic Bet-and-Run Strategy for Speeding Up Stochastic Local Search
PDFGoing Beyond Primal Treewidth for (M)ILP
PDFProblem Difficulty and the Phase Transition in Heuristic Search
PDFEfficient Parameter Importance Analysis via Ablation with Surrogates
PDFSystematic Exploration of Larger Local Search Neighborhoods for the Minimum Vertex Cover Problem
PDFEmbedded Bandits for Large-Scale Black-Box Optimization
PDFRegret Ratio Minimization in Multi-Objective Submodular Function Maximization
PDFParallel Asynchronous Stochastic Variance Reduction for Nonconvex Optimization
PDFGrid Pathfinding on the 2k Neighborhoods
PDFNon-Monotone DR-Submodular Function Maximization
PDFThe Simultaneous Maze Solving Problem
PDFA Fast Algorithm to Compute Maximum k-Plexes in Social Network Analysis
PDFAutomated Data Extraction Using Predictive Program Synthesis
PDFNew Lower Bound for the Minimum Sum Coloring Problem
PDFReactive Dialectic Search Portfolios for MaxSAT
PDFLearning to Prune Dominated Action Sequences in Online Black-Box Planning
PDFDancing with Decision Diagrams: A Combined Approach to Exact Cover
PDFValue Compression of Pattern Databases
PDFSolving High-Dimensional Multi-Objective Optimization Problems with Low Effective Dimensions
PDFAnytime Anyspace AND/OR Search for Bounding the Partition Function
PDF
What's Hot Abstracts
AAAI Technical Track: Humans and AI
On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems
PDFJAG: A Crowdsourcing Framework for Joint Assessment and Peer Grading
PDFPsychologically Based Virtual-Suspect for Interrogative Interview Training
PDFThe Benefit in Free Information Disclosure When Selling Information to People
PDFPIVE: Per-Iteration Visualization Environment for Real-Time Interactions with Dimension Reduction and Clustering
PDFCapturing Dependencies among Labels and Features for Multiple Emotion Tagging of Multimedia Data
PDF
AAAI Technical Track: Human-Computation and Crowd Sourcing
Human-Aware Artificial Intelligence
AAAI Technical Track: Multiagent Systems
Improving Surveillance Using Cooperative Target Observation
PDFCollective Multiagent Sequential Decision Making Under Uncertainty
PDFNurturing Group-Beneficial Information-Gathering Behaviors Through Above-Threshold Criteria Setting
PDFSolving Seven Open Problems of Offline and Online Control in Borda Elections
PDFKont: Computing Tradeoffs in Normative Multiagent Systems
PDFCentralized versus Personalized Commitments and Their Influence on Cooperation in Group Interactions
PDFQuery Complexity of Tournament Solutions
PDFDecentralized Planning in Stochastic Environments with Submodular Rewards
PDFParameterised Verification of Infinite State Multi-Agent Systems via Predicate Abstraction
PDF
Special Track on Integrated Systems
Vision-Language Fusion for Object Recognition
PDFConfiguration Planning with Temporal Constraints
PDFState Projection via AI Planning
PDFMixed Discrete-Continuous Planning with Convex Optimization
PDFLearning to Predict Intent from Gaze During Robotic Hand-Eye Coordination
PDFBuilding Task-Oriented Dialogue Systems for Online Shopping
PDFHealthy Cognitive Aging: A Hybrid Random Vector Functional-Link Model for the Analysis of AlzheimerÕs Disease
PDFIntegration of Planning with Recognition for Responsive Interaction Using Classical Planners
PDF
Special Track on Computational Sustainability
Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning
PDFDynamic Optimization of Landscape Connectivity Embedding Spatial-Capture-Recapture Information
PDFFast-Tracking Stationary MOMDPs for Adaptive Management Problems
PDFRobust Optimization for Tree-Structured Stochastic Network Design
PDFFine-Grained Car Detection for Visual Census Estimation
PDFExtracting Urban Microclimates from Electricity Bills
PDFDeep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data
PDFMaximizing the Probability of Arriving on Time: A Practical Q-Learning Method
PDFMatrix Factorisation for Scalable Energy Breakdown
PDFSpecies Distribution Modeling of Citizen Science Data as a Classification Problem with Class-Conditional Noise
PDFCounting-Based Reliability Estimation for Power-Transmission Grids
PDFCombining Satellite Imagery and Open Data to Map Road Safety
PDFThree New Algorithms to Solve N-POMDPs
PDFRegularization in Hierarchical Time Series Forecasting with Application to Electricity Smart Meter Data
PDF
Special Track on Cognitive Systems
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge
PDFSemantic Proto-Role Labeling
PDFInductive Reasoning about Ontologies Using Conceptual Spaces
PDFGoal Operations for Cognitive Systems
PDFIdentifying Useful Inference Paths in Large Commonsense Knowledge Bases by Retrograde Analysis
PDFNatural Language Acquisition and Grounding for Embodied Robotic Systems
PDFFlexible Model Induction through Heuristic Process Discovery
PDFTowards a Brain Inspired Model of Self-Awareness for Sociable Agents
PDFAnalogical Chaining with Natural Language Instruction for Commonsense Reasoning
PDFReactive Versus Anticipative Decision Making in a Novel Gift-Giving Game
PDFCombining Logical Abduction and Statistical Induction: Discovering Written Primitives with Human Knowledge
PDFScanpath Complexity: Modeling Reading Effort Using Gaze Information
PDFTowards Continuous Scientific Data Analysis and Hypothesis Evolution
PDFIntegrating the Cognitive with the Physical: Musical Path Planning for an Improvising Robot
PDFImagined Visual Representations as Multimodal Embeddings
PDFWhen Does Bounded-Optimal Metareasoning Favor Few Cognitive Systems?
PDF
Senior Member Summary Talks
Progress and Challenges in Research on Cognitive Architectures
PDFMachine Learning for Entity Coreference Resolution: A Retrospective Look at Two Decades of Research
PDFA Selected Summary of AI for Computational Sustainability
PDFIncidental Supervision: Moving beyond Supervised Learning
PDFExplaining Ourselves: Human-Aware Constraint Reasoning
PDFMulti-Robot Allocation of Tasks with Temporal and Ordering Constraints
PDFLatent Tree Analysis
PDF
Senior Member Blue Sky
Strategic Social Network Analysis
PDFGetting More Out of the Exposed Structure in Constraint Programming Models of Combinatorial Problems
PDFMoral Decision Making Frameworks for Artificial Intelligence
PDFThe AI Rebellion: Changing the Narrative
PDFWhy Teaching Ethics to AI Practitioners Is Important
PDF
Main Track: Search and Constraint Satisfaction
RQUERY: Rewriting Natural Language Queries on Knowledge Graphs to Alleviate the Vocabulary Mismatch Problem
PDFSoft and Cost MDD Propagators
PDFRigging Nearly Acyclic Tournaments Is Fixed-Parameter Tractable
PDFBetween Subgraph Isomorphism and Maximum Common Subgraph
PDFMaximum Model Counting
PDFShould Algorithms for Random SAT and Max-SAT Be Different?
PDFGeneral Bounds on Satisfiability Thresholds for Random CSPs via Fourier Analysis
PDFPhase Transitions for Scale-Free SAT Formulas
PDFThe Opacity of Backbones
PDFA SAT-Based Approach for Solving the Modal Logic S5-Satisfiability Problem
PDFA BTP-Based Family of Variable Elimination Rules for Binary CSPs
PDFAlgorithms for Deciding Counting Quantifiers over Unary Predicates
PDFExtending Compact-Table to Negative and Short Tables
PDFCoCoA: A Non-Iterative Approach to a Local Search (A)DCOP Solver
PDF
EAAI Symposium Poster Paper
EAAI Model AI Assignments
EAAI Symposium Full Paper
ARTY: Fueling Creativity through Art, Robotics and Technology for Youth
PDFA Monte Carlo Localization Assignment Using a Neato Vacuum with ROS
PDFRecovering Concept Prerequisite Relations from University Course Dependencies
PDFAn Image Wherever You Look! Making Vision Just Another Sensor for AI/Robotics Projects
PDFOpen-Ended Robotics Exploration Projects for Budding Researchers
PDFCornhole: A Widely-Accessible AI Robotics Task
PDFDude, Where’s My Robot?: A Localization Challenge for Undergraduate Robotics
PDFCreating Serious Robots That Improve Society
PDFA Summer Research Experience in Robotics
PDF
Demonstrations
Efficient Clinical Concept Extraction in Electronic Medical Records
PDFDeep Music: Towards Musical Dialogue
PDFWebly-Supervised Learning of Multimodal Video Detectors
PDFNatural Language Dialogue for Building and Learning Models and Structures
PDFAn Event Reconstruction Tool for Conflict Monitoring Using Social Media
PDFArnold: An Autonomous Agent to Play FPS Games
PDFSenseRun: Real-Time Running Routes Recommendation towards Providing Pleasant Running Experiences
PDFSarcasm Suite: A Browser-Based Engine for Sarcasm Detection and Generation
PDFAniDraw: When Music and Dance Meet Harmoniously
PDFIntegrating Verbal and Nonvebval Input into a Dynamic Response Spoken Dialogue System
PDFFrom Semantic Models to Cognitive Buildings
PDFA Virtual Personal Fashion Consultant: Learning from the Personal Preference of Fashion
PDFVisual Memory QA: Your Personal Photo and Video Search Agent
PDF
Doctoral Consortium
Human-Like Spatial Reasoning Formalisms
PDFA Supervised Sparse Learning Framework to Solve EEG Inverse Problem for Discriminative Activations Pattern
PDFRepresentations for Continuous Learning
PDFJoint Learning of Structural and Textual Features for Web Scale Event Extraction
PDFModelling Familiarity for Intelligent Personalized Social Mobilization
PDFScalable Nonparametric Tensor Analysis
PDFProblem Formulation for Accommodation Support in Plan-Based Interactive Narratives
PDFImproving Deep Reinforcement Learning with Knowledge Transfer
PDFAn Evolutionary Algorithm Based Framework for Task Allocation in Multi-Robot Teams
PDFTransfer of Knowledge through Collective Learning
PDFStructured Prediction in Time Series Data
PDFProject Scheduling in Complex Business Environments
PDFAccelerating Multiagent Reinforcement Learning through Transfer Learning
PDFExplainable Image Understanding Using Vision and Reasoning
PDFProblems in Large-Scale Image Classification
PDFV for Verification: Intelligent Algorithm of Checking Reliability of Smart Systems
PDF
Main Track: Machine Learning Applications
Portfolio Selection via Subset Resampling
PDFKnowledge Transfer for Deep Reinforcement Learning with Hierarchical Experience Replay
PDFKnowing What to Ask: A Bayesian Active Learning Approach to the Surveying Problem
PDFFeaBoost: Joint Feature and Label Refinement for Semantic Segmentation
PDFContextual RNN-GANs for Abstract Reasoning Diagram Generation
PDFMultiset Feature Learning for Highly Imbalanced Data Classification
PDFDiscriminative Semi-Supervised Dictionary Learning with Entropy Regularization for Pattern Classification
PDFAdditional Multi-Touch Attribution for Online Advertising
PDFNeural Programming by Example
PDFDeep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction
PDFICU Mortality Prediction: A Classification Algorithm for Imbalanced Datasets
PDFOn Predictive Patent Valuation: Forecasting Patent Citations and Their Types
PDFSimultaneous Clustering and Ensemble
PDFSoft Video Parsing by Label Distribution Learning
PDFCoupling Implicit and Explicit Knowledge for Customer Volume Prediction
PDFMultidimensional Scaling on Multiple Input Distance Matrices
PDFEvent Video Mashup: From Hundreds of Videos to Minutes of Skeleton
PDFUnsupervised Deep Learning for Optical Flow Estimation
PDFCollaborative Dynamic Sparse Topic Regression with User Profile Evolution for Item Recommendation
PDFModeling the Intensity Function of Point Process Via Recurrent Neural Networks
PDFPersonalized Donor-Recipient Matching for Organ Transplantation
PDFMultitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction
PDFPairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval
PDFLearning Attributes from the Crowdsourced Relative Labels
PDFAdverse Drug Reaction Prediction with Symbolic Latent Dirichlet Allocation
PDFRobust Manifold Matrix Factorization for Joint Clustering and Feature Extraction
PDFLearning with Feature Network and Label Network Simultaneously
PDFActive Learning with Cross-Class Similarity Transfer
PDFProgressive Prediction of Student Performance in College Programs
PDFLow-Rank Linear Cold-Start Recommendation from Social Data
PDFLearning Implicit Tasks for Patient-Specific Risk Modeling in ICU
PDFFinding Cut from the Same Cloth: Cross Network Link Recommendation via Joint Matrix Factorization
PDFDiscrete Personalized Ranking for Fast Collaborative Filtering from Implicit Feedback
PDFFine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images
PDFFast Inverse Reinforcement Learning with Interval Consistent Graph for Driving Behavior Prediction
PDFLet Your Photos Talk: Generating Narrative Paragraph for Photo Stream via Bidirectional Attention Recurrent Neural Networks
PDFExplicit Defense Actions Against Test-Set Attacks
PDFPredicting Soccer Highlights from Spatio-Temporal Match Event Streams
PDFEnabling Dark Energy Science with Deep Generative Models of Galaxy Images
PDFGLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering
PDFBridging Video Content and Comments: Synchronized Video Description with Temporal Summarization of Crowdsourced Time-Sync Comments
PDFData-Driven Approximations to NP-Hard Problems
PDFCollaborative Company Profiling: Insights from an Employee’s Perspective
PDFA Framework for Minimal Clustering Modification via Constraint Programming
PDFExploring Normalization in Deep Residual Networks with Concatenated Rectified Linear Units
PDFESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial and Channel Redundancy
PDFPredicting Demographics of High-Resolution Geographies with Geotagged Tweets
PDFERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems
PDFA Deep Hierarchical Approach to Lifelong Learning in Minecraft
PDFSemi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification
PDFDeepFix: Fixing Common C Language Errors by Deep Learning
PDFQuestion DifÞculty Prediction for READING Problems in Standard Tests
PDFBeyond Monte Carlo Tree Search: Playing Go with Deep Alternative Neural Network and Long-Term Evaluation
PDFA Hybrid Collaborative Filtering Model with Deep Structure for Recommender Systems
PDFBeyond IID: Learning to Combine Non-IID Metrics for Vision Tasks
PDFA Sparse Dictionary Learning Framework to Discover Discriminative Source Activations in EEG Brain Mapping
PDFCatchÕEm All: Locating Multiple Diffusion Sources in Networks with Partial Observations
PDF
Main Track: NLP and Machine Learning
Distinguish Polarity in Bag-of-Words Visualization
PDFNeural Machine Translation Advised by Statistical Machine Translation
PDFRecurrent Attentional Topic Model
PDFDisambiguating Spatial Prepositions Using Deep Convolutional Networks
PDFRobsut Wrod Reocginiton via Semi-Character Recurrent Neural Network
PDFMaximum Reconstruction Estimation for Generative Latent-Variable Models
PDFTranslation Prediction with Source Dependency-Based Context Representation
PDFJoint Copying and Restricted Generation for Paraphrase
PDFMechanism-Aware Neural Machine for Dialogue Response Generation
PDFA Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media
PDFCoupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms
PDFCondensed Memory Networks for Clinical Diagnostic Inferencing
PDFCoherent Dialogue with Attention-Based Language Models
PDFActive Discriminative Text Representation Learning
PDFBattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings
PDFDeterministic Attention for Sequence-to-Sequence Constituent Parsing
PDFLattice-Based Recurrent Neural Network Encoders for Neural Machine Translation
PDFUnsupervised Learning for Lexicon-Based Classification
PDFVariational Autoencoder for Semi-Supervised Text Classification
PDFIncorporating Expert Knowledge into Keyphrase Extraction
PDFSemantic Parsing with Neural Hybrid Trees
PDFIncrementally Learning the Hierarchical Softmax Function for Neural Language Models
PDFNeural Models for Sequence Chunking
PDFA Dynamic Window Neural Network for CCG Supertagging
PDFImproving Word Embeddings with Convolutional Feature Learning and Subword Information
PDFGeometry of Compositionality
PDFDual-Clustering Maximum Entropy with Application to Classification and Word Embedding
PDFRepresentations of Context in Recognizing the Figurative and Literal Usages of Idioms
PDFLearning Context-Specific Word/Character Embeddings
PDFDefinition Modeling: Learning to Define Word Embeddings in Natural Language
PDFA Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues
PDFMultiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation
PDFTopic Aware Neural Response Generation
PDFUnsupervised Learning of Evolving Relationships Between Literary Characters
PDFOpen-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge
PDFS2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions
PDFBayesian Neural Word Embedding
PDFBilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision
PDF
Main Track: NLP and Knowledge Representation
A Context-Enriched Neural Network Method for Recognizing Lexical Entailment
PDFSSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions
PDFDistant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions
PDFNeural Machine Translation with Reconstruction
PDFIncorporating Knowledge Graph Embeddings into Topic Modeling
PDFSummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents
PDFUnit Dependency Graph and Its Application to Arithmetic Word Problem Solving
PDFEfficiently Answering Technical Questions Ñ A Knowledge Graph Approach
PDFPrerequisite Skills for Reading Comprehension: Multi-Perspective Analysis of MCTest Datasets and Systems
PDFNeural Bag-of-Ngrams
PDFImproving Multi-Document Summarization via Text Classification
PDF
AAAI Technical Track: Reasoning under Uncertainty
Causal Effect Identification by Adjustment under Confounding and Selection Biases
PDFDeterministic versus Probabilistic Methods for Searching for an Evasive Target
PDFAnytime Best+Depth-First Search for Bounding Marginal MAP
PDFMisspecified Linear Bandits
PDFMulti-Objective Influence Diagrams with Possibly Optimal Policies
PDFReasoning about Cognitive Trust in Stochastic Multiagent Systems
PDFThe Kernel Kalman Rule Ñ Efficient Nonparametric Inference with Recursive Least Squares
PDFThe Linearization of Belief Propagation on Pairwise Markov Random Fields
PDFNon-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces
PDFHindsight Optimization for Hybrid State and Action MDPs
PDFOpen-Universe Weighted Model Counting
PDFI See What You See: Inferring Sensor and Policy Models of Human Real-World Motor Behavior
PDFLatent Dependency Forest Models
PDFSolving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties
PDFMinimal Undefinedness for Fuzzy Answer Sets
PDFOptimizing Expectation with Guarantees in POMDPs
PDF
AAAI Technical Track: Robotics
Latent Dirichlet Allocation for Unsupervised Activity Analysis on an Autonomous Mobile Robot
PDFGrounded Action Transformation for Robot Learning in Simulation
PDFDeep Learning Quadcopter Control via Risk-Aware Active Learning
PDFDynamically Constructed (PO)MDPs for Adaptive Robot Planning
PDFAssociate Latent Encodings in Learning from Demonstrations
PDFA Diversified Generative Latent Variable Model for WiFi-SLAM
PDFUnsupervised Feature Learning for 3D Scene Reconstruction with Occupancy Maps
PDF
Main Track: Planning and Scheduling
On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment
PDFComputational Issues in Time-Inconsistent Planning
PDFRobust Execution of Probabilistic Temporal Plans
PDFValidating Domains and Plans for Temporal Planning via Encoding into Infinite-State Linear Temporal Logic
PDFAn Efficient Approach to Model-Based Hierarchical Reinforcement Learning
PDFHigher-Dimensional Potential Heuristics for Optimal Classical Planning
PDFOptimizing Quantiles in Preference-Based Markov Decision Processes
PDFAn Analysis of Monte Carlo Tree Search
PDFPlan Reordering and Parallel Execution Ñ A Parameterized Complexity View
PDFBest-First Width Search: Exploration and Exploitation in Classical Planning
PDFHuman-Aware Plan Recognition
PDFAccelerated Vector Pruning for Optimal POMDP Solvers
PDFNarrowing the Gap Between Saturated and Optimal Cost Partitioning for Classical Planning
PDFLandmark-Based Heuristics for Goal Recognition
PDFMulti-Agent Path Finding with Delay Probabilities
PDFIncorporating Domain-Independent Planning Heuristics in Hierarchical Planning
PDFBounding the Probability of Resource Constraint Violations in Multi-Agent MDPs
PDFFast SSP Solvers Using Short-Sighted Labeling
PDFLogical Filtering and Smoothing: State Estimation in Partially Observable Domains
PDFSchematic Invariants by Reduction to Ground Invariants
PDFWhen to Reset Your Keys: Optimal Timing of Security Updates via Learning
PDF
AAAI Technical Track: AI and the Web
Phrase-Based Presentation Slides Generation for Academic Papers
PDFPOI2Vec: Geographical Latent Representation for Predicting Future Visitors
PDFExpectile Matrix Factorization for Skewed Data Analysis
PDFVisual Sentiment Analysis by Attending on Local Image Regions
PDFRadon Ð Rapid Discovery of Topological Relations
PDFMultiple Source Detection without Knowing the Underlying Propagation Model
PDFCLARE: A Joint Approach to Label Classification and Tag Recommendation
PDFLearning Visual Sentiment Distributions via Augmented Conditional Probability Neural Network
PDFUnderstanding the Semantic Structures of Tables with a Hybrid Deep Neural Network Architecture
PDFTransitive Hashing Network for Heterogeneous Multimedia Retrieval
PDFSemantic Proximity Search on Heterogeneous Graph by Proximity Embedding
PDFJoint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node Contents
PDFCommunity Preserving Network Embedding
PDFMulti-Task Deep Learning for User Intention Understanding in Speech Interaction Systems
PDFTreatment Effect Estimation with Data-Driven Variable Decomposition
PDFCorrelated Cascades: Compete or Cooperate
PDFFinding Critical Users for Social Network Engagement: The Collapsed k-Core Problem
PDFRead the Silence: Well-Timed Recommendation via Admixture Marked Point Processes
PDFMarrying Uncertainty and Time in Knowledge Graphs
PDFRandom-Radius Ball Method for Estimating Closeness Centrality
PDFTweetFit: Fusing Multiple Social Media and Sensor Data for Wellness Profile Learning
PDFA Dependency-Based Neural Reordering Model for Statistical Machine Translation
PDFWeb-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity
PDFA Declarative Approach to Data-Driven Fact Checking
PDFExploiting both Vertical and Horizontal Dimensions of Feature Hierarchy for Effective Recommendation
PDFEfficient Delivery Policy to Minimize User Traffic Consumption in Guaranteed Advertising
PDF
AAAI Technical Track: Game Theory and Economic Paradigms
Obvious Strategyproofness Needs Monitoring for Good Approximations
PDFSelfish Knapsack
PDFFans Economy and All-Pay Auctions with Proportional Allocations
PDFExtensive-Form Perfect Equilibrium Computation in Two-Player Games
PDFThe Dollar Auction with Spiteful Players
PDFEnvy-Free Mechanisms with Minimum Number of Cuts
PDFComputing Least Cores of Supermodular Cooperative Games
PDFComplexity of Manipulating Sequential Allocation
PDFOptimizing Positional Scoring Rules for Rank Aggregation
PDFOptimal Pricing for Submodular Valuations with Bounded Curvature
PDFVote Until Two of You Agree: Mechanisms with Small Distortion and Sample Complexity
PDFTeams in Online Scheduling Polls: Game-Theoretic Aspects
PDFAxiomatic Characterization of Game-Theoretic Network Centralities
PDFExclusion Method for Finding Nash Equilibrium in Multiplayer Games
PDFAlgorithms for Max-Min Share Fair Allocation of Indivisible Chores
PDFThe Complexity of Stable Matchings under Substitutable Preferences
PDFCrowdsourced Outcome Determination in Prediction Markets
PDFHeuristic Search Value Iteration for One-Sided Partially Observable Stochastic Games
PDFAchieving Sustainable Cooperation in Generalized Prisoner’s Dilemma with Observation Errors
PDFAutomated Design of Robust Mechanisms
PDFApproximation and Parameterized Complexity of Minimax Approval Voting
PDFOn Covering Codes and Upper Bounds for the Dimension of Simple Games
PDFDisarmament Games
PDFTeam-Maxmin Equilibrium: Efficiency Bounds and Algorithms
PDFNon-Additive Security Games
PDFNetwork, Popularity and Social Cohesion: A Game-Theoretic Approach
PDFOptimal Personalized Defense Strategy Against Man-In-The-Middle Attack
PDFOn Markov Games Played by Bayesian and Boundedly-Rational Players
PDFPreference Elicitation For Participatory Budgeting
PDFBounded Rationality of Restricted Turing Machines
PDFThe Computational Complexity of Weighted Greedy Matching
PDFComplexity of the Stable Invitations Problem
PDFAn Ambiguity Aversion Model for Decision Making under Ambiguity
PDFMechanism Design for Multi-Type Housing Markets
PDFMarket Pricing for Data Streams
PDFFaster and Simpler Algorithm for Optimal Strategies of Blotto Game
PDFEngineering Agreement: The Naming Game with Asymmetric and Heterogeneous Agents
PDFProbably Approximately Efficient Combinatorial Auctions via Machine Learning
PDFProportional Justified Representation
PDFWhat Do Multiwinner Voting Rules Do? An Experiment Over the Two-Dimensional Euclidean Domain
PDFIncentivising Monitoring in Open Normative Systems
PDFSequential Peer Prediction: Learning to Elicit Effort using Posted Prices
PDFGroup Activity Selection on Social Networks
PDFResource Graph Games: A Compact Representation for Games with Structured Strategy Spaces
PDFPreferences Single-Peaked on a Circle
PDFRecognising Multidimensional Euclidean Preferences
PDFPsychological Forest: Predicting Human Behavior
PDFSecurity Games on a Plane
PDFMultiwinner Approval Rules as Apportionment Methods
PDFA Study of Compact Reserve Pricing Languages
PDFNash Stability in Social Distance Games
PDFStrategic Signaling and Free Information Disclosure in Auctions
PDFWinner Determination in Huge Elections with MapReduce
PDFOn Pareto Optimality in Social Distance Games
PDFRevenue Maximization for Finitely Repeated Ad Auctions
PDFMechanism Design in Social Networks
PDFTractable Algorithms for Approximate Nash Equilibria in Generalized Graphical Games with Tree Structure
PDFDynamic Thresholding and Pruning for Regret Minimization
PDFThe Positronic Economist: A Computational System for Analyzing Economic Mechanisms
PDFSmall Representations of Big Kidney Exchange Graphs
PDFProper Proxy Scoring Rules
PDFSocial Choice Under Metric Preferences: Scoring Rules and STV
PDFPhragmnÕs Voting Methods and Justified Representation
PDFConstrained Pure Nash Equilibria in Polymatrix Games
PDFRandomized Mechanisms for Selling Reserved Instances in Cloud
PDF
AAAI Technical Track: Game Playing and Interactive Entertainment
AAAI Technical Track: Applications
StructInf: Mining Structural Influence from Social Streams
PDFProfit-Driven Team Grouping in Social Networks
PDFVolumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images
PDFTaming the Matthew Effect in Online Markets with Social Influence
PDFTowards Better Understanding the Clothing Fashion Styles: A Multimodal Deep Learning Approach
PDFPartitioned Sampling of Public Opinions Based on Their Social Dynamics
PDFSnapNETS: Automatic Segmentation of Network Sequences with Node Labels
PDFGated Neural Networks for Option Pricing: Rationality by Design
PDFLocal Discriminant Hyperalignment for Multi-Subject fMRI Data Alignment
PDFA Leukocyte Detection Technique in Blood Smear Images Using Plant Growth Simulation Algorithm
PDFNovel Geometric Approach for Global Alignment of PPI Networks
PDF