low-rank matrix

Elastic-Net Regularization of Singular Values for Robust Subspace Learning CVPR 2015 Fast Exact Matrix Completion with Finite Samples COLT 2015 Low Rank Matrix Completion with Exponential Family Noise COLT 2015 Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation NeurIPS 2015 Matrix Completion Under Monotonic Single Index Models NeurIPS 2015 Multi-Image Matching via Fast Alternating Minimization ICCV 2015 On the Minimal Problems of Low-Rank Matrix Factorization CVPR 2015 Robust PCA with compressed data NeurIPS 2015 Safe Subspace Screening for Nuclear Norm Regularized Least Squares Problems ICML 2015 Simultaneous Pursuit of Sparseness and Rank Structures for Matrix Decomposition JMLR 2015 Sparse and Low-Rank Tensor Decomposition NeurIPS 2015 The Algebraic Combinatorial Approach for Low-Rank Matrix Completion JMLR 2015 Unified View of Matrix Completion under General Structural Constraints NeurIPS 2015 A Residual Bootstrap for High-Dimensional Regression with Near Low-Rank Designs NeurIPS 2014 Clustering Partially Observed Graphs via Convex Optimization JMLR 2014 Computational Limits for Matrix Completion COLT 2014 Efficient Structured Matrix Rank Minimization NeurIPS 2014 Exponential Family Matrix Completion under Structural Constraints ICML 2014 Fast matrix completion without the condition number COLT 2014 Greedy Subspace Clustering NeurIPS 2014 Learning Mixtures of Discrete Product Distributions using Spectral Decompositions COLT 2014 Manopt, a Matlab Toolbox for Optimization on Manifolds JMLR 2014 Matrix Completion with the Trace Norm: Learning, Bounding, and Transducing JMLR 2014 Non-convex Robust PCA NeurIPS 2014 Probabilistic low-rank matrix completion on finite alphabets NeurIPS 2014