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matrix factorization

529 papers

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Also known as

BMF LMF NMF SVD MF MRMF

Co-occurring keywords

collaborative filtering (298) recommender system (529) low-rank approximation (322) matrix completion (356) dimensionality reduction (720) gradient descent (1143) model compression (3283) bayesian inference (1904) representation learning (6174) singular value decomposition (216)

Papers

Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization NIPS 2013
Exploring the Mind: Integrating Questionnaires and fMRI ICML 2013
A Divide-and-Conquer Method for Scalable Low-Rank Latent Matrix Pursuit CVPR 2013
Robust Matrix Factorization with Unknown Noise ICCV 2013
Deformable Graph Matching CVPR 2013
Sparse Additive Text Models with Low Rank Background NIPS 2013
Greedy Bilateral Sketch, Completion & Smoothing AISTATS 2013
Memory Limited, Streaming PCA NIPS 2013
Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions NIPS 2013
Minimal Basis Facility Location for Subspace Segmentation ICCV 2013
Convex Collective Matrix Factorization AISTATS 2013
Pass-efficient unsupervised feature selection NIPS 2013
Matrix factorization with binary components NIPS 2013
Learning Bilinear Model for Matching Queries and Documents JMLR 2013
Kernelized Bayesian Matrix Factorization ICML 2013
From Point to Set: Extend the Learning of Distance Metrics ICCV 2013
Distributed Low-Rank Subspace Segmentation ICCV 2013
Learning Multi-level Sparse Representations NIPS 2013
Fast Max-Margin Matrix Factorization with Data Augmentation ICML 2013
Provable Subspace Clustering: When LRR meets SSC NIPS 2013
Exact Recovery of Sparsely-Used Dictionaries COLT 2012
Lifted coordinate descent for learning with trace-norm regularization AISTATS 2012
Online Learning in the Embedded Manifold of Low-rank Matrices JMLR 2012
Sparse Additive Matrix Factorization for Robust PCA and Its Generalization ACML 2012
PREA: Personalized Recommendation Algorithms Toolkit JMLR 2012