Estimation of Simultaneously Sparse and Low Rank Matrices

27 June 2012

Papers citing "Estimation of Simultaneously Sparse and Low Rank Matrices"

17 / 17 papers shown

Title
Low-Rank Mirror-Prox for Nonsmooth and Low-Rank Matrix Optimization Problems Dan Garber Atara Kaplan 23 0 0 23 Jun 2022
Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems Dan Garber Atara Kaplan 23 5 0 08 Feb 2022
Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition Hongyuan Zhan Kamesh Madduri V. Shankar 10 0 0 22 Aug 2021
Zeroth and First Order Stochastic Frank-Wolfe Algorithms for Constrained Optimization Zeeshan Akhtar K. Rajawat 37 6 0 14 Jul 2021
DynACPD Embedding Algorithm for Prediction Tasks in Dynamic Networks C. Connell Yangkun Wang 14 0 0 12 Mar 2021
Factorization Machines with Regularization for Sparse Feature Interactions Kyohei Atarashi S. Oyama M. Kurihara 19 5 0 19 Oct 2020
Equivalent Lipschitz surrogates for zero-norm and rank optimization problems Yulan Liu Shujun Bi S. Pan 35 29 0 30 Apr 2018
Compression-aware Training of Deep Networks J. Álvarez Mathieu Salzmann 21 172 0 07 Nov 2017
Generalized Linear Model Regression under Distance-to-set Penalties Jason Xu Eric C. Chi K. Lange 33 36 0 03 Nov 2017
A successive difference-of-convex approximation method for a class of nonconvex nonsmooth optimization problems Tianxiang Liu Ting Kei Pong Akiko Takeda 29 44 0 16 Oct 2017
Recovery of Sparse and Low Rank Components of Matrices Using Iterative Method with Adaptive Thresholding Nematollah Zarmehi F. Marvasti 36 1 0 09 Mar 2017
Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models Qunwei Li B. Kailkhura Jayaraman J. Thiagarajan Zhenliang Zhang P. Varshney 21 12 0 30 Nov 2016
Enhanced Low-Rank Matrix Approximation Ankit Parekh I. Selesnick 37 85 0 06 Nov 2015
Theoretical and Experimental Analyses of Tensor-Based Regression and Classification Kishan Wimalawarne Ryota Tomioka Masashi Sugiyama 31 35 0 06 Sep 2015
Simultaneously sparse and low-rank abundance matrix estimation for hyperspectral image unmixing Paris V. Giampouras K. Themelis A. Rontogiannis K. Koutroumbas 100 119 0 07 Apr 2015
Tight convex relaxations for sparse matrix factorization E. Richard G. Obozinski Jean-Philippe Vert 61 43 0 19 Jul 2014
The Squared-Error of Generalized LASSO: A Precise Analysis Samet Oymak Christos Thrampoulidis B. Hassibi 39 131 0 04 Nov 2013