A Latent Source Model for Online Collaborative Filtering Oct 31, 2014 Collaborative Filtering Recommendation Systems
— Unverified Latent Feature Based FM Model For Rating Prediction Oct 29, 2014 model Prediction
— Unverified Distributed Methods for High-dimensional and Large-scale Tensor Factorization Oct 20, 2014 Recommendation Systems Vocal Bursts Intensity Prediction
— Unverified Explaining the Stars: Weighted Multiple-Instance Learning for Aspect-Based Sentiment Analysis Oct 1, 2014 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified Automatic Generation of Related Work Sections in Scientific Papers: An Optimization Approach Oct 1, 2014 Document Summarization Multi-Document Summarization
— Unverified Invited Talk: Learning from Rational Behavior Oct 1, 2014 Decision Making Learning-To-Rank
— Unverified Modeling Interestingness with Deep Neural Networks Oct 1, 2014 Recommendation Systems Semantic Textual Similarity
— Unverified Freshness-Aware Thompson Sampling Sep 29, 2014 Recommendation Systems Thompson Sampling
— Unverified Collaborative Deep Learning for Recommender Systems Sep 10, 2014 Collaborative Filtering Deep Learning
— Unverified Adaptive Multinomial Matrix Completion Aug 26, 2014 Matrix Completion Multi-class Classification
— Unverified R-UCB: a Contextual Bandit Algorithm for Risk-Aware Recommender Systems Aug 10, 2014 Recommendation Systems Reinforcement Learning
— Unverified Guess Who Rated This Movie: Identifying Users Through Subspace Clustering Aug 9, 2014 Clustering Recommendation Systems
— Unverified Matrix Completion on Graphs Aug 7, 2014 Collaborative Filtering Matrix Completion
Code Code Available Matrix Factorization with Explicit Trust and Distrust Relationships Aug 2, 2014 Recommendation Systems
— Unverified UO\_UA: Using Latent Semantic Analysis to Build a Domain-Dependent Sentiment Resource Aug 1, 2014 Aspect-Based Sentiment Analysis (ABSA) Recommendation Systems
— Unverified Conditional Restricted Boltzmann Machines for Cold Start Recommendations Aug 1, 2014 Collaborative Filtering Recommendation Systems
— Unverified Collaborative Topic Regression with Multiple Graphs Factorization for Recommendation in Social Media Aug 1, 2014 Recommendation Systems regression
— Unverified Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis Jul 31, 2014 Collaborative Filtering Recommendation Systems
— Unverified Dissimilarity-based Sparse Subset Selection Jul 25, 2014 Clustering Recommendation Systems
— Unverified Learning Rank Functionals: An Empirical Study Jul 23, 2014 Information Retrieval Learning-To-Rank
— Unverified Collaborative Filtering Ensemble for Personalized Name Recommendation Jul 16, 2014 Collaborative Filtering Recommendation Systems
— Unverified Bandits Warm-up Cold Recommender Systems Jul 10, 2014 Multi-Armed Bandits Recommendation Systems
— Unverified Reducing Offline Evaluation Bias in Recommendation Systems Jul 3, 2014 Recommendation Systems
— Unverified Online learning in MDPs with side information Jun 26, 2014 Recommendation Systems
— Unverified Learning Latent Variable Gaussian Graphical Models Jun 10, 2014 parameter estimation Recommendation Systems
— Unverified Budget-Constrained Item Cold-Start Handling in Collaborative Filtering Recommenders via Optimal Design Jun 10, 2014 Collaborative Filtering Recommendation Systems
— Unverified Bayesian matrix completion: prior specification Jun 5, 2014 Matrix Completion Recommendation Systems
— Unverified Collective Stance Classification of Posts in Online Debate Forums Jun 1, 2014 Classification General Classification
— Unverified Citation Resolution: A method for evaluating context-based citation recommendation systems Jun 1, 2014 Citation Recommendation Recommendation Systems
— Unverified Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques May 14, 2014 News Recommendation Recommendation Systems
— Unverified A Constrained Matrix-Variate Gaussian Process for Transposable Data Apr 27, 2014 Recommendation Systems
— Unverified Coupled Item-based Matrix Factorization Apr 8, 2014 Attribute Collaborative Filtering
— Unverified Cluster-based Prediction of User Ratings for Stylistic Surface Realisation Apr 1, 2014 Recommendation Systems Sentiment Analysis
— Unverified Predictive Overlapping Co-Clustering Mar 8, 2014 Clustering Community Detection
— Unverified Collaborative Filtering with Information-Rich and Information-Sparse Entities Mar 6, 2014 Clustering Collaborative Filtering
— Unverified Infinite Mixed Membership Matrix Factorization Jan 15, 2014 Recommendation Systems
— Unverified Online Matrix Completion Through Nuclear Norm Regularisation Jan 10, 2014 Matrix Completion Recommendation Systems
— Unverified DJ-MC: A Reinforcement-Learning Agent for Music Playlist Recommendation Jan 9, 2014 Music Recommendation Recommendation Systems
— Unverified Large Scale Visual Recommendations From Street Fashion Images Jan 8, 2014 Recommendation Systems Retrieval
— Unverified Group-sparse Embeddings in Collective Matrix Factorization Dec 20, 2013 MULTI-VIEW LEARNING Recommendation Systems
— Unverified Codebook based Audio Feature Representation for Music Information Retrieval Dec 19, 2013 Information Retrieval Management
— Unverified Matrix recovery using Split Bregman Dec 17, 2013 Recommendation Systems Video Reconstruction
— Unverified Deep content-based music recommendation Dec 1, 2013 Collaborative Filtering Music Recommendation
— Unverified Recommending with an Agenda: Active Learning of Private Attributes using Matrix Factorization Nov 26, 2013 Active Learning Recommendation Systems
— Unverified Learning Mixtures of Discrete Product Distributions using Spectral Decompositions Nov 12, 2013 Matrix Completion Recommendation Systems
— Unverified Exploration in Interactive Personalized Music Recommendation: A Reinforcement Learning Approach Nov 6, 2013 Bayesian Inference Music Recommendation
— Unverified Location Recommendation in Location-based Social Networks using User Check-in Data Nov 1, 2013 Recommendation Systems
Code Code Available Clustering on Multiple Incomplete Datasets via Collective Kernel Learning Oct 4, 2013 Clustering Recommendation Systems
— Unverified Well-Argued Recommendation: Adaptive Models Based on Words in Recommender Systems Oct 1, 2013 Collaborative Filtering Recommendation Systems
— Unverified Sentiment Analysis of Hindi Reviews based on Negation and Discourse Relation Oct 1, 2013 Negation Opinion Mining
— Unverified 