Recommender Systems

A Gang of Bandits NeurIPS 2013 Deep content-based music recommendation NeurIPS 2013 Exact and Stable Recovery of Pairwise Interaction Tensors NeurIPS 2013 Kernelized Bayesian Matrix Factorization ICML 2013 Automatic Feature Induction for Stagewise Collaborative Filtering NeurIPS 2012 Collaborative Ranking With 17 Parameters NeurIPS 2012 Learning Label Trees for Probabilistic Modelling of Implicit Feedback NeurIPS 2012 Near-Optimal Algorithms for Online Matrix Prediction COLT 2012 Efficient Online Learning via Randomized Rounding NeurIPS 2011 Linear Submodular Bandits and their Application to Diversified Retrieval NeurIPS 2011 RTRMC: A Riemannian trust-region method for low-rank matrix completion NeurIPS 2011 Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm NeurIPS 2010 Collaborative Filtering on a Budget AISTATS 2010 Matrix Completion from Noisy Entries JMLR 2010 Online Models for Content Optimization NeurIPS 2008 Stochastic Relational Models for Large-scale Dyadic Data using MCMC NeurIPS 2008 Evaluating Search Engines by Modeling the Relationship Between Relevance and Clicks NeurIPS 2007 Recommender Systems Using Linear Classifiers JMLR 2002