Matrix Completion

Estimating Jaccard Index with Missing Observations: A Matrix Calibration Approach NeurIPS 2015 FaLRR: A Fast Low Rank Representation Solver CVPR 2015 Functional Correspondence by Matrix Completion CVPR 2015 Matrix Completion for Resolving Label Ambiguity CVPR 2015 Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation NeurIPS 2015 Matrix Completion Under Monotonic Single Index Models NeurIPS 2015 Matrix Completion with Noisy Side Information NeurIPS 2015 Pushing the Limits of Affine Rank Minimization by Adapting Probabilistic PCA ICML 2015 Regularization-Free Estimation in Trace Regression with Symmetric Positive Semidefinite Matrices NeurIPS 2015 Robust PCA with compressed data NeurIPS 2015 Unified View of Matrix Completion under General Structural Constraints NeurIPS 2015 Depth Enhancement via Low-rank Matrix Completion CVPR 2014 Deterministic Symmetric Positive Semidefinite Matrix Completion NeurIPS 2014 DFacTo: Distributed Factorization of Tensors NeurIPS 2014 Efficient Structured Matrix Rank Minimization NeurIPS 2014 Extracting Certainty from Uncertainty: Transductive Pairwise Classification from Pairwise Similarities NeurIPS 2014 Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion NeurIPS 2014 Generalized Nonconvex Nonsmooth Low-Rank Minimization CVPR 2014 General Table Completion using a Bayesian Nonparametric Model NeurIPS 2014 Graph Clustering With Missing Data: Convex Algorithms and Analysis NeurIPS 2014 Probabilistic low-rank matrix completion on finite alphabets NeurIPS 2014 Spectral k-Support Norm Regularization NeurIPS 2014 A New Convex Relaxation for Tensor Completion NeurIPS 2013 Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion NeurIPS 2013 Exact and Stable Recovery of Pairwise Interaction Tensors NeurIPS 2013