Block-coordinate and incremental aggregated proximal gradient methods for nonsmooth nonconvex problems
Author:
Funder
Fonds Wetenschappelijk Onderzoek
Onderzoeksraad, KU Leuven
Publisher
Springer Science and Business Media LLC
Subject
General Mathematics,Software
Link
http://link.springer.com/content/pdf/10.1007/s10107-020-01599-7.pdf
Reference64 articles.
1. Attouch, H., Bolte, J.: On the convergence of the proximal algorithm for nonsmooth functions involving analytic features. Math. Program. 116(1–2), 5–16 (2009)
2. Attouch, H., Bolte, J., Redont, P., Soubeyran, A.: Proximal alternating minimization and projection methods for nonconvex problems: an approach based on the Kurdyka–Łojasiewicz inequality. Math. Oper. Res. 35(2), 438–457 (2010)
3. Attouch, H., Bolte, J., Svaiter, B.F.: Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward-backward splitting, and regularized Gauss-Seidel methods. Math. Program. 137(1), 91–129 (2013)
4. CMS Books in Mathematics;HH Bauschke,2017
5. Beck, A.: First-Order Methods in Optimization. Society for Industrial and Applied Mathematics, Philadelphia, PA (2017)
Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Efficiency of Stochastic Coordinate Proximal Gradient Methods on Nonseparable Composite Optimization;Mathematics of Operations Research;2024-04-16
2. SPIRAL: a superlinearly convergent incremental proximal algorithm for nonconvex finite sum minimization;Computational Optimization and Applications;2024-03-29
3. ON THE CONVERGENCE OF BROADCAST INCREMENTAL ALGORITHMS WITH APPLICATIONS;FIXED POINT THEOR-RO;2024
4. Random Coordinate Descent Methods for Nonseparable Composite Optimization;SIAM Journal on Optimization;2023-08-17
5. Can random proximal coordinate descent be accelerated on nonseparable convex composite minimization problems?;2023 European Control Conference (ECC);2023-06-13
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
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3