conftrace_

low-rank matrix

174 papers

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Co-occurring keywords

matrix completion (356) convex optimization (1321) matrix factorization (529) low-rank matrix recovery (57) matrix recovery (51) low-rank approximation (323) non-convex optimization (547) nuclear norm (79) gradient descent (1144) collaborative filtering (300)

Papers

Robust Principal Component Analysis-Based Infrared Small Target Detection AAAI 2019
How Much Restricted Isometry is Needed In Nonconvex Matrix Recovery? NIPS 2018
Nonlinear Structured Signal Estimation in High Dimensions via Iterative Hard Thresholding AISTATS 2018
Using Side Information to Reliably Learn Low-Rank Matrices from Missing and Corrupted Observations JMLR 2018
Low-rank passthrough neural networks ACL 2018
A Dual Framework for Low-rank Tensor Completion NIPS 2018
Harmonic Mean Iteratively Reweighted Least Squares for Low-Rank Matrix Recovery JMLR 2018
Solving Separable Nonsmooth Problems Using Frank-Wolfe with Uniform Affine Approximations IJCAI 2018
An $\ell_{\infty}$ Eigenvector Perturbation Bound and Its Application JMLR 2018
Smoothed analysis of the low-rank approach for smooth semidefinite programs NIPS 2018
A Unified Framework for Structured Low-rank Matrix Learning ICML 2018
Mixture Matrix Completion NIPS 2018
Fundamental limits of symmetric low-rank matrix estimation COLT 2017
Generalized Conditional Gradient for Sparse Estimation JMLR 2017
SVD-free Convex-Concave Approaches for Nuclear Norm Regularization IJCAI 2017
Affine-Invariant Online Optimization and the Low-rank Experts Problem NIPS 2017
A New Theory for Matrix Completion NIPS 2017
Matrix Norm Estimation from a Few Entries NIPS 2017
Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal Storage AISTATS 2017
Matrix Completion with Noisy Entries and Outliers JMLR 2017
Nearly Optimal Robust Matrix Completion ICML 2017
Algebraic Variety Models for High-Rank Matrix Completion ICML 2017
Convexified Convolutional Neural Networks ICML 2017
Riemannian Optimization for Skip-Gram Negative Sampling ACL 2017
Speeding Up Latent Variable Gaussian Graphical Model Estimation via Nonconvex Optimization NIPS 2017