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matrix completion

377 papers

MC

Papers

ROUTE: Robust Outlier Estimation for Low Rank Matrix Recovery IJCAI 2017 Sampling for Approximate Maximum Search in Factorized Tensor IJCAI 2017 Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal Storage AISTATS 2017 Stochastic Rank-1 Bandits AISTATS 2017 SVD-free Convex-Concave Approaches for Nuclear Norm Regularization IJCAI 2017 Thy Friend is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation NeurIPS 2017 A Note on the Sample Complexity of the Er-SpUD Algorithm by Spielman, Wang and Wright for Exact Recovery of Sparsely Used Dictionaries JMLR 2016 A Sparse Interactive Model for Matrix Completion with Side Information NeurIPS 2016 Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering NeurIPS 2016 Boolean Matrix Factorization and Noisy Completion via Message Passing ICML 2016 Bootstrap-Based Regularization for Low-Rank Matrix Estimation JMLR 2016 DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed With Deep Features CVPR 2016 Dictionary Learning for Massive Matrix Factorization ICML 2016 Distributed Flexible Nonlinear Tensor Factorization NeurIPS 2016 Dynamic matrix recovery from incomplete observations under an exact low-rank constraint NeurIPS 2016 Efficient and Robust Color Consistency for Community Photo Collections CVPR 2016 Fast Algorithms for Robust PCA via Gradient Descent NeurIPS 2016 Fitting Spectral Decay with the k-Support Norm AISTATS 2016 Global Optimality of Local Search for Low Rank Matrix Recovery NeurIPS 2016 High-Rank Matrix Completion and Clustering under Self-Expressive Models NeurIPS 2016 High resolution neural connectivity from incomplete tracing data using nonnegative spline regression NeurIPS 2016 LLORMA: Local Low-Rank Matrix Approximation JMLR 2016 Matrix Completion has No Spurious Local Minimum NeurIPS 2016 Minimizing the Maximal Rank CVPR 2016 Mistake Bounds for Binary Matrix Completion NeurIPS 2016