matrix factorization

Learning Structured Low-Rank Representation via Matrix Factorization AISTATS 2016 LIBMF: A Library for Parallel Matrix Factorization in Shared-memory Systems JMLR 2016 Linear Shape Deformation Models With Local Support Using Graph-Based Structured Matrix Factorisation CVPR 2016 LLORMA: Local Low-Rank Matrix Approximation JMLR 2016 Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis JMLR 2016 Low-Rank Matrix Approximation with Stability ICML 2016 Online Low-Rank Subspace Clustering by Basis Dictionary Pursuit ICML 2016 On Robustness of Kernel Clustering NeurIPS 2016 Recommendations as Treatments: Debiasing Learning and Evaluation ICML 2016 Structure From Motion With Objects CVPR 2016 Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction NeurIPS 2016 The non-convex Burer-Monteiro approach works on smooth semidefinite programs NeurIPS 2016 The Sound of APALM Clapping: Faster Nonsmooth Nonconvex Optimization with Stochastic Asynchronous PALM NeurIPS 2016 An Online Learning Algorithm for Bilinear Models ICML 2015 Bayesian Adaptive Matrix Factorization With Automatic Model Selection CVPR 2015 Complete Dictionary Recovery Using Nonconvex Optimization ICML 2015 Condition for Perfect Dimensionality Recovery by Variational Bayesian PCA JMLR 2015 Cross-domain recommendation without shared users or items by sharing latent vector distributions AISTATS 2015 Distributed Matrix Completion and Robust Factorization JMLR 2015 Efficient Thompson Sampling for Online Matrix-Factorization Recommendation NeurIPS 2015 Elastic-Net Regularization of Singular Values for Robust Subspace Learning CVPR 2015 Fast and Memory Optimal Low-Rank Matrix Approximation NeurIPS 2015 Fixed-point algorithms for learning determinantal point processes ICML 2015 Learning Overcomplete Latent Variable Models through Tensor Methods COLT 2015 Low Rank Approximation using Error Correcting Coding Matrices ICML 2015