Dissipative Gradient Descent Ascent Method: A Control Theory Inspired Algorithm for Min-Max Optimization-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Dissipative Gradient Descent Ascent Method: A Control Theory Inspired Algorithm for Min-Max Optimization

Published:2024 Issue: Volume:8 Page:2009-2014
ISSN:2475-1456
Container-title:IEEE Control Systems Letters
language:
Short-container-title:IEEE Control Syst. Lett.

Author:

Zheng Tianqi¹^ORCID,Loizou Nicolas²,You Pengcheng³^ORCID,Mallada Enrique¹^ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD, USA

2. Department of Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, MD, USA

3. Department of Industrial Engineering and Management, Peking University, Beijing, China

Funder

National Natural Science Foundation of China

NSF through Global Center Grant

Johns Hopkins University IAA Grant Challenge

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx8/7782633/10411713/10554660.pdf?arnumber=10554660

Reference35 articles.

1. A unified analysis of extra-gradient and optimistic gradient methods for saddle point problems: Proximal point approach;Mokhtari

2. A tight and unified analysis of gradient-based methods for a whole spectrum of differentiable games;Azizian

3. Stochastic gradient descent-ascent and consensus optimization for smooth games: Convergence analysis under expected co-coercivity;Loizou

4. Stochastic gradient descent-ascent: Unified theory and new efficient methods;Beznosikov

5. A variational inequality perspective on generative adversarial networks;Gidel;arXiv:1802.10551,2018

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP