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collaborative filtering

298 papers

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Also known as

CCF 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

Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews ACML 2016
Boolean Matrix Factorization and Noisy Completion via Message Passing ICML 2016
Convergence rate of Bayesian tensor estimator and its minimax optimality ICML 2015
Collaborative Filtering with Graph Information: Consistency and Scalable Methods NIPS 2015
Matrix Completion with Noisy Side Information NIPS 2015
Collaborative Feature Learning From Social Media CVPR 2015
A Collaborative Filtering Approach to Real-Time Hand Pose Estimation ICCV 2015
Efficient Thompson Sampling for Online Matrix-Factorization Recommendation NIPS 2015
Bipartite Edge Prediction via Transductive Learning over Product Graphs ICML 2015
Preference Relation-based Markov Random Fields for Recommender Systems ACML 2015
Collaboratively Learning Preferences from Ordinal Data NIPS 2015
Distributed Matrix Completion and Robust Factorization JMLR 2015
Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015
Mining Semantic Affordances of Visual Object Categories CVPR 2015
New Learning Methods for Supervised and Unsupervised Preference Aggregation JMLR 2014
Matrix Completion with the Trace Norm: Learning, Bounding, and Transducing JMLR 2014
Scalable Variational Bayesian Matrix Factorization with Side Information AISTATS 2014
Bayesian Nonparametric Poisson Factorization for Recommendation Systems AISTATS 2014
Collaborative Ranking for Local Preferences AISTATS 2014
A UCB-Like Strategy of Collaborative Filtering ACML 2014
Scalable Collaborative Bayesian Preference Learning AISTATS 2014
Online matrix prediction for sparse loss matrices ACML 2014
Collaborative Hashing CVPR 2014
Probabilistic Matrix Factorization with Non-random Missing Data ICML 2014
Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) NIPS 2014