Optimal complexity and certification of Bregman first-order methods
Author:
Funder
European Research Council
Air Force Materiel Command
Publisher
Springer Science and Business Media LLC
Subject
General Mathematics,Software
Link
https://link.springer.com/content/pdf/10.1007/s10107-021-01618-1.pdf
Reference42 articles.
1. Auslender, A., Teboulle, M.: Interior gradient and proximal methods for convex and conic optimization. SIAM J. Optim. 16(3), 697–725 (2006)
2. Bach, F.: Duality between subgradient and conditional gradient methods. SIAM J. Imaging Sci. 25(1), 115–129 (2015)
3. Bauschke, H.H., Bolte, J., Chen, J., Teboulle, M., Wang, X.: On linear convergence of non-Euclidean gradient methods without strong convexity and Lipschitz gradient continuity. J. Optim. Theory Appl. 182(3), 1068–1087 (2019)
4. Bauschke, H.H., Bolte, J., Teboulle, M.: A descent lemma beyond Lipschitz gradient continuity: first-order methods revisited and applications. Math. Oper. Res. 42(2), 330–348 (2017)
5. Bauschke, H.H., Combettes, P.L.:: Convex Analysis and Monotone Operator Theory in Hilbert Spaces. Springer Publishing Company, Inc., Berlin (2011)
Cited by 18 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. Interpolation Conditions for Linear Operators and Applications to Performance Estimation Problems;SIAM Journal on Optimization;2024-09-05
2. Provably Faster Gradient Descent via Long Steps;SIAM Journal on Optimization;2024-07-18
3. On the Bregman-proximal iterative algorithm for the monotone inclusion problem in Banach spaces;Numerical Functional Analysis and Optimization;2024-04-25
4. Automated tight Lyapunov analysis for first-order methods;Mathematical Programming;2024-02-26
5. A Mirror Inertial Forward–Reflected–Backward Splitting: Convergence Analysis Beyond Convexity and Lipschitz Smoothness;Journal of Optimization Theory and Applications;2024-02-20
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