conftrace_

matrix completion

356 papers

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Also known as

MC

Co-occurring keywords

low-rank matrix (174) convex optimization (1321) low-rank approximation (323) collaborative filtering (300) matrix factorization (529) nuclear norm (79) low-rank matrix recovery (57) nonconvex optimization (316) gradient descent (1144) matrix recovery (51)

Papers

Non-convex Robust PCA NIPS 2014
Deterministic Symmetric Positive Semidefinite Matrix Completion NIPS 2014
Robust Tensor Decomposition with Gross Corruption NIPS 2014
Generalized Nonconvex Nonsmooth Low-Rank Minimization CVPR 2014
Matrix Completion with the Trace Norm: Learning, Bounding, and Transducing JMLR 2014
Computational Limits for Matrix Completion COLT 2014
Fast matrix completion without the condition number COLT 2014
Spectral k-Support Norm Regularization NIPS 2014
Multitask learning meets tensor factorization: task imputation via convex optimization NIPS 2014
Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion NIPS 2014
The Noisy Power Method: A Meta Algorithm with Applications NIPS 2014
Probabilistic low-rank matrix completion on finite alphabets NIPS 2014
Sparse PCA via Covariance Thresholding NIPS 2014
Extracting Certainty from Uncertainty: Transductive Pairwise Classification from Pairwise Similarities NIPS 2014
Graph Clustering With Missing Data: Convex Algorithms and Analysis NIPS 2014
Altitude Training: Strong Bounds for Single-Layer Dropout NIPS 2014
Provable Tensor Factorization with Missing Data NIPS 2014
Convex Total Least Squares ICML 2014
Exponential Family Matrix Completion under Structural Constraints ICML 2014
Universal Matrix Completion ICML 2014
Multiresolution Matrix Factorization ICML 2014
Robust Object Co-detection CVPR 2013
On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization NIPS 2013
Robust learning of low-dimensional dynamics from large neural ensembles NIPS 2013
Exact and Stable Recovery of Pairwise Interaction Tensors NIPS 2013