conftrace_

recommendation system

294 papers

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Also known as

RECSYS RS

Co-occurring keywords

recommender system (534) large language model (13587) collaborative filtering (300) regret bound (1926) representation learning (6206) online learning (1777) multi-armed bandit (1098) contextual bandit (381) matrix factorization (529) user preference (114)

Papers

A Neural Autoregressive Approach to Collaborative Filtering ICML 2016
Recommendations as Treatments: Debiasing Learning and Evaluation ICML 2016
Distributed Representations for Building Profiles of Users and Items from Text Reviews COLING 2016
Data Poisoning Attacks on Factorization-Based Collaborative Filtering NIPS 2016
Fast Collaborative Filtering from Implicit Feedback with Provable Guarantees ACML 2016
LLORMA: Local Low-Rank Matrix Approximation JMLR 2016
Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering NIPS 2016
Geometry Aware Mappings for High Dimensional Sparse Factors AISTATS 2016
Bayesian Nonparametric Poisson Factorization for Recommendation Systems AISTATS 2014
Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques ICML 2014
Learning Policies for Contextual Submodular Prediction ICML 2013
Local Low-Rank Matrix Approximation ICML 2013
A Gang of Bandits NIPS 2013
Automatic Feature Induction for Stagewise Collaborative Filtering NIPS 2012
Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis ACML 2012
Estimating Probabilities in Recommendation Systems AISTATS 2011
Collaborative Filtering with the Trace Norm: Learning, Bounding, and Transducing COLT 2011
Optimal Bayesian Recommendation Sets and Myopically Optimal Choice Query Sets NIPS 2010
Probabilistic Matrix Factorization NIPS 2007