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collaborative filtering

298 papers

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CF

Co-occurring keywords

recommender system (529) matrix factorization (529) recommendation system (292) matrix completion (356) graph neural network (3945) representation learning (6174) large language model (12755) user modeling (134) user preference (114) online learning (1770)

Papers

A Latent Source Model for Online Collaborative Filtering NIPS 2014
Content-based recommendations with Poisson factorization NIPS 2014
Probabilistic low-rank matrix completion on finite alphabets NIPS 2014
Controlling privacy in recommender systems NIPS 2014
Local Low-Rank Matrix Approximation ICML 2013
A non-IID Framework for Collaborative Filtering with Restricted Boltzmann Machines ICML 2013
General Functional Matrix Factorization Using Gradient Boosting ICML 2013
Deep content-based music recommendation NIPS 2013
A Gang of Bandits NIPS 2013
Exact and Stable Recovery of Pairwise Interaction Tensors NIPS 2013
Thurstonian Boltzmann Machines: Learning from Multiple Inequalities ICML 2013
Novel Boosting Frameworks to Improve the Performance of Collaborative Filtering ACML 2013
Second Order Online Collaborative Filtering ACML 2013
Kernelized Bayesian Matrix Factorization ICML 2013
PREA: Personalized Recommendation Algorithms Toolkit JMLR 2012
Automatic Feature Induction for Stagewise Collaborative Filtering NIPS 2012
A Coupled Indian Buffet Process Model for Collaborative Filtering ACML 2012
Collaborative Gaussian Processes for Preference Learning NIPS 2012
Nonparametric Max-Margin Matrix Factorization for Collaborative Prediction NIPS 2012
A Family of MCMC Methods on Implicitly Defined Manifolds AISTATS 2012
SVDFeature: A Toolkit for Feature-based Collaborative Filtering JMLR 2012
Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis ACML 2012
Near-Optimal Algorithms for Online Matrix Prediction COLT 2012
Matrix reconstruction with the local max norm NIPS 2012
Learning Label Trees for Probabilistic Modelling of Implicit Feedback NIPS 2012