Revisiting Projection-Free Optimization for Strongly Convex Constraint
Sets

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Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets

14 November 2018

Jarrid Rector-Brooks

Barzan Mozafari

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Papers citing "Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets"

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Title
Introduction to Online Convex Optimization Elad Hazan OffRL 175 1,932 0 07 Sep 2019
Stochastic Frank-Wolfe Methods for Nonconvex Optimization Sashank J. Reddi S. Sra Barnabás Póczós Alex Smola 64 140 0 27 Jul 2016
Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs A. Osokin Jean-Baptiste Alayrac Isabella Lukasewitz P. Dokania Simon Lacoste-Julien 67 65 0 30 May 2016
An Extended Frank-Wolfe Method with "In-Face" Directions, and its Application to Low-Rank Matrix Completion R. Freund Paul Grigas Rahul Mazumder 45 115 0 06 Nov 2015
Robust Optimization for Deep Regression Vasileios Belagiannis Christian Rupprecht G. Carneiro Nassir Navab 3DH 160 180 0 25 May 2015
Escaping From Saddle Points --- Online Stochastic Gradient for Tensor Decomposition Rong Ge Furong Huang Chi Jin Yang Yuan 140 1,059 0 06 Mar 2015
Faster Rates for the Frank-Wolfe Method over Strongly-Convex Sets Dan Garber Elad Hazan 109 196 0 05 Jun 2014
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent Feng Niu Benjamin Recht Christopher Ré Stephen J. Wright 201 2,273 0 28 Jun 2011
Large-Scale Convex Minimization with a Low-Rank Constraint Shai Shalev-Shwartz Alon Gonen Ohad Shamir 88 160 0 08 Jun 2011
Nuclear norm penalization and optimal rates for noisy low rank matrix completion V. Koltchinskii Alexandre B. Tsybakov Karim Lounici 226 664 0 29 Nov 2010