Recommender Systems

Ranking via Robust Binary Classification NeurIPS 2014 Reconstructing Storyline Graphs for Image Recommendation from Web Community Photos CVPR 2014 Scalable Collaborative Bayesian Preference Learning AISTATS 2014 Universal Option Models NeurIPS 2014 A Gang of Bandits NeurIPS 2013 Aggregating Predictions via Sequential Mini-Trading ACML 2013 Deep content-based music recommendation NeurIPS 2013 Distributed Exploration in Multi-Armed Bandits NeurIPS 2013 Efficient Ranking from Pairwise Comparisons ICML 2013 Enhanced statistical rankings via targeted data collection ICML 2013 Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising NeurIPS 2013 Exact and Stable Recovery of Pairwise Interaction Tensors NeurIPS 2013 Learning to Top-K Search using Pairwise Comparisons AISTATS 2013 Modeling Overlapping Communities with Node Popularities NeurIPS 2013 Novel Boosting Frameworks to Improve the Performance of Collaborative Filtering ACML 2013 Scoring Workers in Crowdsourcing: How Many Control Questions are Enough? NeurIPS 2013 Second Order Online Collaborative Filtering ACML 2013 Speedup Matrix Completion with Side Information: Application to Multi-Label Learning NeurIPS 2013 A Coupled Indian Buffet Process Model for Collaborative Filtering ACML 2012 Automatic Feature Induction for Stagewise Collaborative Filtering NeurIPS 2012 Collaborative Gaussian Processes for Preference Learning NeurIPS 2012 Collaborative Ranking With 17 Parameters NeurIPS 2012 Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis ACML 2012 GenDeR: A Generic Diversified Ranking Algorithm NeurIPS 2012 Iterative ranking from pair-wise comparisons NeurIPS 2012