A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews Jan 11, 2016 Recommendation Systems
— Unverified Algorithmic Acceleration of Parallel ALS for Collaborative Filtering: Speeding up Distributed Big Data Recommendation in Spark Jan 10, 2016 Collaborative Filtering Recommendation Systems
Code Code Available Song Recommendation with Non-Negative Matrix Factorization and Graph Total Variation Jan 8, 2016 Collaborative Filtering Matrix Completion
Code Code Available Toward a Robust Diversity-Based Model to Detect Changes of Context Jan 8, 2016 Diversity Privacy Preserving
— Unverified 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 Ruchi: Rating Individual Food Items in Restaurant Reviews Dec 1, 2015 Information Retrieval Named Entity Recognition (NER)
— Unverified Online Adspace Posts' Category Classification Dec 1, 2015 Classification General Classification
— Unverified A Collaborative Filtering Approach to Real-Time Hand Pose Estimation Dec 1, 2015 Collaborative Filtering Hand Pose Estimation
— Unverified Efficient Thompson Sampling for Online Matrix-Factorization Recommendation Dec 1, 2015 Collaborative Filtering Recommendation Systems
— Unverified Collaborative Filtering with Graph Information: Consistency and Scalable Methods Dec 1, 2015 Collaborative Filtering Low-Rank Matrix Completion
Code Code Available Time-Sensitive Recommendation From Recurrent User Activities Dec 1, 2015 Point Processes Recommendation Systems
— Unverified Learning Image and User Features for Recommendation in Social Networks Dec 1, 2015 Recommendation Systems
— Unverified Understanding Music Playlists Nov 22, 2015 BIG-bench Machine Learning Music Recommendation
— Unverified 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 Study of a bias in the offline evaluation of a recommendation algorithm Nov 4, 2015 Recommendation Systems
— Unverified Factorizing LambdaMART for cold start recommendations Nov 4, 2015 Learning-To-Rank Matrix Completion
— 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 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 Differentially Private Online Learning for Cloud-Based Video Recommendation with Multimedia Big Data in Social Networks Sep 1, 2015 Privacy Preserving Recommendation Systems
— Unverified Personalized Machine Translation: Predicting Translational Preferences Sep 1, 2015 Collaborative Filtering Domain Adaptation
— Unverified A TV Program Discovery Dialog System using recommendations Sep 1, 2015 Named Entity Recognition (NER) Recommendation Systems
— Unverified Personality Profiling of Fictional Characters using Sense-Level Links between Lexical Resources Sep 1, 2015 Recommendation Systems Text Classification
— 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 