Regret bounded by gradual variation for online convex optimization

Author:

Yang Tianbao,Mahdavi Mehrdad,Jin Rong,Zhu Shenghuo

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Software

Reference25 articles.

1. Abernethy, J., Hazan, E., & Rakhlin, A. (2008). Competing in the dark: an efficient algorithm for bandit linear optimization. In Proceedings of the 21st annual conference on learning theory (pp. 263–274).

2. Agarwal, A., Hazan, E., Kale, S., & Schapire, R. E. (2006). Algorithms for portfolio management based on the Newton method. In Proceedings of the 23rd international conference on machine learning (pp. 9–16).

3. Agarwal, A., Dekel, O., & Xiao, L. (2010). Optimal algorithms for online convex optimization with multi-point bandit feedback. In Proceedings of the 23rd annual conference on learning theory (pp. 28–40).

4. Awerbuch, B., & Kleinberg, R. D. (2004). Adaptive routing with end-to-end feedback: distributed learning and geometric approaches. In Proceedings of the 36th ACM symposium on theory of computing (pp. 45–53).

5. Bianchi, N. C., Mansour, Y., & Stoltz, G. (2005). Improved second-order bounds for prediction with expert advice. In Proceedings of the 18th annual conference on learning theory (Vol. 3559, pp. 217–232).

Cited by 4 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. Adaptive Composite Online Optimization: Predictions in Static and Dynamic Environments;IEEE Transactions on Automatic Control;2023-05

2. A novel sentiment classification model based on online learning;Journal of Algorithms & Computational Technology;2019-01

3. Second-Order Online Active Learning and Its Applications;IEEE Transactions on Knowledge and Data Engineering;2018-07-01

4. Exploiting problem structure in optimization under uncertainty via online convex optimization;Mathematical Programming;2018-03-30

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

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