Boosting Frank-Wolfe by Chasing Gradients

13 March 2020

Papers citing "Boosting Frank-Wolfe by Chasing Gradients"

16 / 16 papers shown

Title
Accelerated First-Order Optimization under Nonlinear Constraints Michael Muehlebach Michael I. Jordan 73 3 0 01 Feb 2023
Efficient Projection-Free Online Methods with Stochastic Recursive Gradient Jiahao Xie Zebang Shen Chao Zhang Boyu Wang Hui Qian 41 31 0 21 Oct 2019
A Frank-Wolfe Framework for Efficient and Effective Adversarial Attacks Jinghui Chen Dongruo Zhou Jinfeng Yi Quanquan Gu AAML 36 68 0 27 Nov 2018
Blended Conditional Gradients: the unconditioning of conditional gradients Gábor Braun Sebastian Pokutta Dan Tu S. Wright 65 25 0 18 May 2018
Frank-Wolfe with Subsampling Oracle Thomas Kerdreux Fabian Pedregosa Alexandre d’Aspremont 42 18 0 20 Mar 2018
Learning Infinite RBMs with Frank-Wolfe Ming-Yu Liu Qiang Liu Alexander Ihler 61 18 0 15 Oct 2017
Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees Francesco Locatello Michael Tschannen Gunnar Rätsch Martin Jaggi 49 26 0 31 May 2017
Lazifying Conditional Gradient Algorithms Gábor Braun Sebastian Pokutta Daniel Zink 39 50 0 17 Oct 2016
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark Schmidt 221 1,208 0 16 Aug 2016
Linear-memory and Decomposition-invariant Linearly Convergent Conditional Gradient Algorithm for Structured Polytopes Dan Garber Ofer Meshi 51 52 0 20 May 2016
Variance-Reduced and Projection-Free Stochastic Optimization Elad Hazan Haipeng Luo 43 165 0 05 Feb 2016
On the Global Linear Convergence of Frank-Wolfe Optimization Variants Simon Lacoste-Julien Martin Jaggi 57 411 0 18 Nov 2015
Faster Rates for the Frank-Wolfe Method over Strongly-Convex Sets Dan Garber Elad Hazan 66 194 0 05 Jun 2014
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs Simon Lacoste-Julien Martin Jaggi Mark Schmidt Patrick A. Pletscher 111 365 0 19 Jul 2012
Projection-free Online Learning Elad Hazan Satyen Kale 72 247 0 18 Jun 2012
Large-Scale Convex Minimization with a Low-Rank Constraint Shai Shalev-Shwartz Alon Gonen Ohad Shamir 72 160 0 08 Jun 2011