matrix completion

Regularization-Free Estimation in Trace Regression with Symmetric Positive Semidefinite Matrices NeurIPS 2015 Robust PCA with compressed data NeurIPS 2015 Safe Subspace Screening for Nuclear Norm Regularized Least Squares Problems ICML 2015 Sparse Subspace Clustering with Missing Entries ICML 2015 Taming the Wild: A Unified Analysis of Hogwild-Style Algorithms NeurIPS 2015 The Algebraic Combinatorial Approach for Low-Rank Matrix Completion JMLR 2015 Unified View of Matrix Completion under General Structural Constraints NeurIPS 2015 Altitude Training: Strong Bounds for Single-Layer Dropout NeurIPS 2014 Coherent Matrix Completion ICML 2014 Computational Limits for Matrix Completion COLT 2014 Convex Total Least Squares ICML 2014 Deterministic Symmetric Positive Semidefinite Matrix Completion NeurIPS 2014 Efficient Low-Rank Stochastic Gradient Descent Methods for Solving Semidefinite Programs AISTATS 2014 Exponential Family Matrix Completion under Structural Constraints ICML 2014 Extracting Certainty from Uncertainty: Transductive Pairwise Classification from Pairwise Similarities NeurIPS 2014 Fast matrix completion without the condition number COLT 2014 Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion NeurIPS 2014 Generalized Nonconvex Nonsmooth Low-Rank Minimization CVPR 2014 Graph Clustering With Missing Data: Convex Algorithms and Analysis NeurIPS 2014 Low Rank Approximation Lower Bounds in Row-Update Streams NeurIPS 2014 Manopt, a Matlab Toolbox for Optimization on Manifolds JMLR 2014 Matrix Completion with the Trace Norm: Learning, Bounding, and Transducing JMLR 2014 Multiresolution Matrix Factorization ICML 2014 Multitask learning meets tensor factorization: task imputation via convex optimization NeurIPS 2014 Non-convex Robust PCA NeurIPS 2014