Forward - Backward Greedy Algorithms for Atomic Norm Regularization

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Forward - Backward Greedy Algorithms for Atomic Norm Regularization

23 April 2014

Stephen J. Wright

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Papers citing "Forward - Backward Greedy Algorithms for Atomic Norm Regularization"

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Title
Accelerated Nonnegative Tensor Completion via Integer Programming Wenhao Pan A. Aswani Chen Chen 75 1 0 28 Nov 2022
Nonnegative Tensor Completion via Integer Optimization C. Bugg Chen Chen A. Aswani 51 8 0 08 Nov 2021
Structure learning in polynomial time: Greedy algorithms, Bregman information, and exponential families Goutham Rajendran Bohdan Kivva Ming Gao Bryon Aragam 69 17 0 10 Oct 2021
Screening for a Reweighted Penalized Conditional Gradient Method Yifan Sun Francis R. Bach 48 0 0 02 Jul 2021
Sparse Bayesian Learning via Stepwise Regression Sebastian Ament Carla P. Gomes 55 6 0 11 Jun 2021
Second-order Conditional Gradient Sliding Alejandro Carderera Sebastian Pokutta 123 13 0 20 Feb 2020
Stochastic In-Face Frank-Wolfe Methods for Non-Convex Optimization and Sparse Neural Network Training Paul Grigas Alfonso Lobos Nathan Vermeersch 81 5 0 09 Jun 2019
Blended Matching Pursuit Cyrille W. Combettes Sebastian Pokutta 60 5 0 28 Apr 2019
Blended Conditional Gradients: the unconditioning of conditional gradients Gábor Braun Sebastian Pokutta Dan Tu S. Wright 93 27 0 18 May 2018
Harnessing Structures in Big Data via Guaranteed Low-Rank Matrix Estimation Yudong Chen Yuejie Chi 147 173 0 23 Feb 2018
On Approximation Guarantees for Greedy Low Rank Optimization Rajiv Khanna Ethan R. Elenberg A. Dimakis S. Negahban 83 24 0 08 Mar 2017
A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe Francesco Locatello Rajiv Khanna Michael Tschannen Martin Jaggi 67 50 0 21 Feb 2017
Structured Sparse Regression via Greedy Hard-Thresholding Prateek Jain Nikhil S. Rao Inderjit Dhillon 58 42 0 19 Feb 2016
An Extended Frank-Wolfe Method with "In-Face" Directions, and its Application to Low-Rank Matrix Completion R. Freund Paul Grigas Rahul Mazumder 68 115 0 06 Nov 2015