Recommender Systems

Hashtag Recommendation Using End-To-End Memory Networks with Hierarchical Attention COLING 2016 Hierarchical Compound Poisson Factorization ICML 2016 Hierarchical Probabilistic Matrix Factorization with Network Topology for Multi-relational Social Network ACML 2016 Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant COLING 2016 Low-Rank Matrix Approximation with Stability ICML 2016 Matrix Completion has No Spurious Local Minimum NeurIPS 2016 Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms ICML 2016 Preference Completion from Partial Rankings NeurIPS 2016 Product Classification in E-Commerce using Distributional Semantics COLING 2016 Provable Efficient Online Matrix Completion via Non-convex Stochastic Gradient Descent NeurIPS 2016 Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews ACML 2016 Using Relevant Public Posts to Enhance News Article Summarization COLING 2016 A Collaborative Filtering Approach to Real-Time Hand Pose Estimation ICCV 2015 A Topic Modeling Approach to Ranking AISTATS 2015 Bipartite Edge Prediction via Transductive Learning over Product Graphs ICML 2015 Collaborative Filtering with Graph Information: Consistency and Scalable Methods NeurIPS 2015 Collaboratively Learning Preferences from Ordinal Data NeurIPS 2015 Distributed Matrix Completion and Robust Factorization JMLR 2015 Efficient Thompson Sampling for Online Matrix-Factorization Recommendation NeurIPS 2015 Matrix Completion with Noisy Side Information NeurIPS 2015 MRA-based Statistical Learning from Incomplete Rankings ICML 2015 Music Recommenders: User Evaluation Without Real Users? IJCAI 2015 Neuroaesthetics in Fashion: Modeling the Perception of Fashionability CVPR 2015 Non-Linear Cross-Domain Collaborative Filtering via Hyper-Structure Transfer ICML 2015 Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons ICML 2015