conftrace_

singular value thresholding

11 papers

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Also known as

SVT

Co-occurring keywords

matrix completion (356) matrix estimation (34) low-rank approximation (323) matrix factorization (529) convex optimization (1321) matrix denoising (7) nuclear norm (79) probabilistic matrix completion (1) expectation-maximization algorithm (23) adaptive shrinkage (2)

Papers

Matrix Estimation for Individual Fairness ICML 2023
Regularized Weighted Low Rank Approximation NIPS 2019
Low Permutation-rank Matrices: Structural Properties and Noisy Completion JMLR 2019
On Robustness of Principal Component Regression NIPS 2019
Rates of Convergence of Spectral Methods for Graphon Estimation ICML 2018
Robust Synthetic Control JMLR 2018
Dropout as a Low-Rank Regularizer for Matrix Factorization AISTATS 2018
Matrix Completion from $O(n)$ Samples in Linear Time COLT 2017
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015
Generalized Nonconvex Nonsmooth Low-Rank Minimization CVPR 2014
Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms NIPS 2013