matrix factorization

Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015 On the Minimal Problems of Low-Rank Matrix Factorization CVPR 2015 Photometric Refinement of Depth Maps for Multi-Albedo Objects CVPR 2015 RGB-Guided Hyperspectral Image Upsampling ICCV 2015 Robust Principal Component Analysis on Graphs ICCV 2015 Robust Spectral Inference for Joint Stochastic Matrix Factorization NeurIPS 2015 Scalable Model Selection for Large-Scale Factorial Relational Models ICML 2015 Secrets of Matrix Factorization: Approximations, Numerics, Manifold Optimization and Random Restarts ICCV 2015 Semantic Component Analysis ICCV 2015 SOLD: Sub-Optimal Low-rank Decomposition for Efficient Video Segmentation CVPR 2015 Sparse and Low-Rank Tensor Decomposition NeurIPS 2015 Sparse PCA via Bipartite Matchings NeurIPS 2015 Tensor Factorization via Matrix Factorization AISTATS 2015 Tensorizing Neural Networks NeurIPS 2015 Analysis of Empirical MAP and Empirical Partially Bayes: Can They be Alternatives to Variational Bayes? AISTATS 2014 An Inequality with Applications to Structured Sparsity and Multitask Dictionary Learning COLT 2014 A provable SVD-based algorithm for learning topics in dominant admixture corpus NeurIPS 2014 Bayesian Nonparametric Poisson Factorization for Recommendation Systems AISTATS 2014 Cold-start Active Learning with Robust Ordinal Matrix Factorization ICML 2014 Collaborative Hashing CVPR 2014 Collaborative Ranking for Local Preferences AISTATS 2014 Collective Matrix Factorization Hashing for Multimodal Data CVPR 2014 Efficient Distributed Topic Modeling with Provable Guarantees AISTATS 2014 Expectation-Maximization for Learning Determinantal Point Processes NeurIPS 2014 Factorized Point Process Intensities: A Spatial Analysis of Professional Basketball ICML 2014