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collaborative filtering

298 papers

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Also known as

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

Collaborative Ranking With 17 Parameters NIPS 2012
Robust Bayesian Matrix Factorisation AISTATS 2011
Divide-and-Conquer Matrix Factorization NIPS 2011
Estimating Probabilities in Recommendation Systems AISTATS 2011
Collaborative Filtering with the Trace Norm: Learning, Bounding, and Transducing COLT 2011
Efficient Online Learning via Randomized Rounding NIPS 2011
Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm NIPS 2010
On Spectral Learning JMLR 2010
Collaborative Filtering on a Budget AISTATS 2010
Multi-task Learning for Recommender System ACML 2010
Collaborative Filtering via Rating Concentration AISTATS 2010
Practical Large-Scale Optimization for Max-norm Regularization NIPS 2010
A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization JMLR 2009
Matrix Completion from Noisy Entries NIPS 2009
Scalable Collaborative Filtering Approaches for Large Recommender Systems JMLR 2009
Stochastic Relational Models for Large-scale Dyadic Data using MCMC NIPS 2008
Generalization from Observed to Unobserved Features by Clustering JMLR 2008
COFI RANK - Maximum Margin Matrix Factorization for Collaborative Ranking NIPS 2007
Probabilistic Matrix Factorization NIPS 2007
Information Bottleneck for Non Co-Occurrence Data NIPS 2006
An Efficient Boosting Algorithm for Combining Preferences JMLR 2003
Recommender Systems Using Linear Classifiers JMLR 2002
Dependency Networks for Inference, Collaborative Filtering, and Data Visualization JMLR 2000