Song Recommendation with Non-Negative Matrix Factorization and Graph Total Variation Jan 8, 2016 Collaborative Filtering Matrix Completion
Code Code Available From Word Embeddings to Item Recommendation Jan 7, 2016 Recommendation Systems Word Embeddings
Code Code Available A Fast Recommendation Algorithm for Social Tagging Systems : A Delicious Case Dec 28, 2015 Clustering Collaborative Filtering
— Unverified Deep Reinforcement Learning in Large Discrete Action Spaces Dec 24, 2015 Deep Reinforcement Learning Recommendation Systems
Code Code Available Selecting the top-quality item through crowd scoring Dec 23, 2015 Recommendation Systems
— Unverified Deep Reinforcement Learning with Attention for Slate Markov Decision Processes with High-Dimensional States and Actions Dec 3, 2015 Deep Reinforcement Learning Q-Learning
— Unverified Online Adspace Posts' Category Classification Dec 1, 2015 Classification General Classification
— Unverified Ruchi: Rating Individual Food Items in Restaurant Reviews Dec 1, 2015 Information Retrieval Named Entity Recognition (NER)
— Unverified Learning Image and User Features for Recommendation in Social Networks Dec 1, 2015 Recommendation Systems
— Unverified A Collaborative Filtering Approach to Real-Time Hand Pose Estimation Dec 1, 2015 Collaborative Filtering Hand Pose Estimation
— Unverified Collaborative Filtering with Graph Information: Consistency and Scalable Methods Dec 1, 2015 Collaborative Filtering Low-Rank Matrix Completion
Code Code Available Efficient Thompson Sampling for Online Matrix-Factorization Recommendation Dec 1, 2015 Collaborative Filtering Recommendation Systems
— Unverified Time-Sensitive Recommendation From Recurrent User Activities Dec 1, 2015 Point Processes Recommendation Systems
— Unverified Understanding Music Playlists Nov 22, 2015 BIG-bench Machine Learning Music Recommendation
— Unverified Session-based Recommendations with Recurrent Neural Networks Nov 21, 2015 Recommendation Systems Session-Based Recommendations
Code Code Available Top-N recommendations from expressive recommender systems Nov 20, 2015 Recommendation Systems
— Unverified Network-based recommendation algorithms: A review Nov 19, 2015 Recommendation Systems
— Unverified Semi-supervised Collaborative Ranking with Push at Top Nov 17, 2015 Collaborative Ranking Recommendation Systems
— Unverified The Use of Machine Learning Algorithms in Recommender Systems: A Systematic Review Nov 17, 2015 BIG-bench Machine Learning Recommendation Systems
— Unverified Expressive recommender systems through normalized nonnegative models Nov 15, 2015 Recommendation Systems
— Unverified An Iterative Reweighted Method for Tucker Decomposition of Incomplete Multiway Tensors Nov 15, 2015 Image Inpainting Recommendation Systems
— Unverified Combining Privileged Information to Improve Context-Aware Recommender Systems Nov 7, 2015 Clustering Recommendation Systems
— Unverified Factorizing LambdaMART for cold start recommendations Nov 4, 2015 Learning-To-Rank Matrix Completion
— Unverified Study of a bias in the offline evaluation of a recommendation algorithm Nov 4, 2015 Recommendation Systems
— Unverified Fast Collaborative Filtering from Implicit Feedback with Provable Guarantees Nov 3, 2015 Collaborative Filtering Learning Theory
— Unverified Using Shortlists to Support Decision Making and Improve Recommender System Performance Oct 26, 2015 Decision Making Movie Recommendation
— Unverified On the Complexity of Inner Product Similarity Join Oct 9, 2015 Information Retrieval Recommendation Systems
— Unverified VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback Oct 6, 2015 Multi-modal Recommendation Recommendation Systems
Code Code Available Using consumer behavior data to reduce energy consumption in smart homes Oct 1, 2015 Recommendation Systems Sequential Pattern Mining
— Unverified Fast k-NN search Sep 23, 2015 Recommendation Systems
Code Code Available User-Curated Image Collections: Modeling and Recommendation Sep 18, 2015 Image Retrieval Recommendation Systems
— Unverified Energy saving in smart homes based on consumer behaviour: A case study Sep 18, 2015 Recommendation Systems
— Unverified Dynamic Poisson Factorization Sep 15, 2015 Recommendation Systems Variational Inference
— Unverified A TV Program Discovery Dialog System using recommendations Sep 1, 2015 Named Entity Recognition (NER) Recommendation Systems
— Unverified Personalized Machine Translation: Predicting Translational Preferences Sep 1, 2015 Collaborative Filtering Domain Adaptation
— Unverified Personality Profiling of Fictional Characters using Sense-Level Links between Lexical Resources Sep 1, 2015 Recommendation Systems Text Classification
— Unverified Differentially Private Online Learning for Cloud-Based Video Recommendation with Multimedia Big Data in Social Networks Sep 1, 2015 Privacy Preserving Recommendation Systems
— Unverified Show Me the Money: Dynamic Recommendations for Revenue Maximization Aug 25, 2015 Recommendation Systems
— Unverified AUC Optimisation and Collaborative Filtering Aug 25, 2015 Collaborative Filtering Recommendation Systems
— Unverified Enabling Complex Wikipedia Queries - Technical Report Aug 13, 2015 Information Retrieval Recommendation Systems
— Unverified Rank-GeoFM: A Ranking based Geographical Factorization Method for Point of Interest Recommendation Aug 1, 2015 Recommendation Systems
Code Code Available Improving Reachability and Navigability in Recommender Systems Jul 29, 2015 Recommendation Systems
— Unverified Application of Kullback-Leibler divergence for short-term user interest detection Jul 27, 2015 Collaborative Filtering Recommendation Systems
— Unverified Clustering is Efficient for Approximate Maximum Inner Product Search Jul 21, 2015 Clustering Recommendation Systems
— Unverified RAPS: A Recommender Algorithm Based on Pattern Structures Jul 20, 2015 Recommendation Systems
— Unverified From Social Network to Semantic Social Network in Recommender System Jul 17, 2015 Collaborative Filtering Recommendation Systems
— Unverified Dependent Indian Buffet Process-based Sparse Nonparametric Nonnegative Matrix Factorization Jul 12, 2015 Clustering Recommendation Systems
— Unverified An analysis of the user occupational class through Twitter content Jul 1, 2015 Recommendation Systems Word Embeddings
— Unverified Inferring Networks of Substitutable and Complementary Products Jun 29, 2015 Link Prediction Recommendation Systems
Code Code Available Collaboratively Learning Preferences from Ordinal Data Jun 26, 2015 Collaborative Ranking Management
— Unverified 