Faster Stochastic Alternating Direction Method of Multipliers for Nonconvex Optimization

4 August 2020

Papers citing "Faster Stochastic Alternating Direction Method of Multipliers for Nonconvex Optimization"

20 / 20 papers shown

Title
Introduction to Online Convex Optimization Elad Hazan OffRL 165 1,928 0 07 Sep 2019
SpiderBoost and Momentum: Faster Stochastic Variance Reduction Algorithms Zhe Wang Kaiyi Ji Yi Zhou Yingbin Liang Vahid Tarokh ODL 72 82 0 25 Oct 2018
Universal Stagewise Learning for Non-Convex Problems with Convergence on Averaged Solutions Zaiyi Chen Zhuoning Yuan Jinfeng Yi Bowen Zhou Enhong Chen Tianbao Yang 43 58 0 20 Aug 2018
SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path Integrated Differential Estimator Cong Fang C. J. Li Zhouchen Lin Tong Zhang 87 577 0 04 Jul 2018
Stochastic Nested Variance Reduction for Nonconvex Optimization Dongruo Zhou Pan Xu Quanquan Gu 60 147 0 20 Jun 2018
Mini-Batch Stochastic ADMMs for Nonconvex Nonsmooth Optimization Feihu Huang Songcan Chen 42 21 0 08 Feb 2018
Stochastic Recursive Gradient Algorithm for Nonconvex Optimization Lam M. Nguyen Jie Liu K. Scheinberg Martin Takáč 55 94 0 20 May 2017
SARAH: A Novel Method for Machine Learning Problems Using Stochastic Recursive Gradient Lam M. Nguyen Jie Liu K. Scheinberg Martin Takáč ODL 157 603 0 01 Mar 2017
Stochastic Alternating Direction Method of Multipliers with Variance Reduction for Nonconvex Optimization Feihu Huang Songcan Chen Zhaosong Lu 57 15 0 10 Oct 2016
Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity Quanming Yao James T. Kwok 42 52 0 13 Jun 2016
Structured Nonconvex and Nonsmooth Optimization: Algorithms and Iteration Complexity Analysis Bo Jiang Tianyi Lin Shiqian Ma Shuzhong Zhang 42 0 0 09 May 2016
Training Neural Networks Without Gradients: A Scalable ADMM Approach Gavin Taylor R. Burmeister Zheng Xu Bharat Singh Ankit B. Patel Tom Goldstein ODL 54 276 0 06 May 2016
Stochastic Variance-Reduced ADMM Shuai Zheng James T. Kwok 73 60 0 24 Apr 2016
Global convergence of splitting methods for nonconvex composite optimization Guoyin Li Ting Kei Pong 61 402 0 03 Jul 2014
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives Aaron Defazio Francis R. Bach Simon Lacoste-Julien ODL 131 1,823 0 01 Jul 2014
Stochastic First- and Zeroth-order Methods for Nonconvex Stochastic Programming Saeed Ghadimi Guanghui Lan ODL 120 1,549 0 22 Sep 2013
Fast Stochastic Alternating Direction Method of Multipliers Leon Wenliang Zhong James T. Kwok 78 116 0 16 Aug 2013
Online Alternating Direction Method Huahua Wang Arindam Banerjee 212 167 0 27 Jun 2012
A Multivariate Regression Approach to Association Analysis of Quantitative Trait Network Seyoung Kim Kyung-ah Sohn Eric Xing 63 193 0 13 Nov 2008
Enhancing Sparsity by Reweighted L1 Minimization Emmanuel J. Candes M. Wakin Stephen P. Boyd 212 5,039 0 10 Nov 2007