conftrace_

low-rank matrix recovery

57 papers

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Also known as

LRMR

Co-occurring keywords

matrix completion (356) low-rank matrix (174) robust principal component analysis (62) matrix recovery (51) gradient descent (1144) convex optimization (1321) low-rank recovery (42) nonconvex optimization (316) non-convex optimization (547) restricted isometry property (31)

Papers

Phaseless PCA: Low-Rank Matrix Recovery from Column-wise Phaseless Measurements ICML 2019
Robust PCA by Manifold Optimization JMLR 2018
A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery ICML 2018
Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow ICML 2018
Harmonic Mean Iteratively Reweighted Least Squares for Low-Rank Matrix Recovery JMLR 2018
Labeled Graph Clustering via Projected Gradient Descent AISTATS 2018
A Unified Framework for Nonconvex Low-Rank plus Sparse Matrix Recovery AISTATS 2018
Joint Capped Norms Minimization for Robust Matrix Recovery IJCAI 2017
A Unified Variance Reduction-Based Framework for Nonconvex Low-Rank Matrix Recovery ICML 2017
ROUTE: Robust Outlier Estimation for Low Rank Matrix Recovery IJCAI 2017
Low-rank Solutions of Linear Matrix Equations via Procrustes Flow ICML 2016
Fast recovery from a union of subspaces NIPS 2016
Global Optimality of Local Search for Low Rank Matrix Recovery NIPS 2016
Robust PCA with compressed data NIPS 2015
Low-Rank Matrix Recovery from Row-and-Column Affine Measurements ICML 2015
Multi-Image Matching via Fast Alternating Minimization ICCV 2015
Analysis of Robust PCA via Local Incoherence NIPS 2015
Non-convex Robust PCA NIPS 2014
Recovery of Coherent Data via Low-Rank Dictionary Pursuit NIPS 2014
Graph Clustering With Missing Data: Convex Algorithms and Analysis NIPS 2014
Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD CVPR 2014
Robust Orthonormal Subspace Learning: Efficient Recovery of Corrupted Low-rank Matrices CVPR 2014
Speedup Matrix Completion with Side Information: Application to Multi-Label Learning NIPS 2013
High-Dimensional Gaussian Process Bandits NIPS 2013
Exact and Stable Recovery of Pairwise Interaction Tensors NIPS 2013