Improved Analysis of the Tsallis-INF Algorithm in Stochastically Constrained Adversarial Bandits and Stochastic Bandits with Adversarial Corruptions

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Standard

Improved Analysis of the Tsallis-INF Algorithm in Stochastically Constrained Adversarial Bandits and Stochastic Bandits with Adversarial Corruptions. / Masoudian, Saeed; Seldin, Yevgeny.

Conference on Learning Theory (COLT 2021). PMLR, 2021. p. 3330-3350 (Proceedings of Machine Learning Research, Vol. 134).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Harvard

Masoudian, S & Seldin, Y 2021, Improved Analysis of the Tsallis-INF Algorithm in Stochastically Constrained Adversarial Bandits and Stochastic Bandits with Adversarial Corruptions. in Conference on Learning Theory (COLT 2021). PMLR, Proceedings of Machine Learning Research, vol. 134, pp. 3330-3350, 34th Annual Conference on Learning Theory (COLT 2021), Boulder, Colorado, United States, 15/08/2021.

APA

Masoudian, S., & Seldin, Y. (2021). Improved Analysis of the Tsallis-INF Algorithm in Stochastically Constrained Adversarial Bandits and Stochastic Bandits with Adversarial Corruptions. In Conference on Learning Theory (COLT 2021) (pp. 3330-3350). PMLR. Proceedings of Machine Learning Research Vol. 134

Vancouver

Masoudian S, Seldin Y. Improved Analysis of the Tsallis-INF Algorithm in Stochastically Constrained Adversarial Bandits and Stochastic Bandits with Adversarial Corruptions. In Conference on Learning Theory (COLT 2021). PMLR. 2021. p. 3330-3350. (Proceedings of Machine Learning Research, Vol. 134).

Author

Masoudian, Saeed ; Seldin, Yevgeny. / Improved Analysis of the Tsallis-INF Algorithm in Stochastically Constrained Adversarial Bandits and Stochastic Bandits with Adversarial Corruptions. Conference on Learning Theory (COLT 2021). PMLR, 2021. pp. 3330-3350 (Proceedings of Machine Learning Research, Vol. 134).

Bibtex

@inproceedings{095ee1124d724cd3b9063ff917b35868,
title = "Improved Analysis of the Tsallis-INF Algorithm in Stochastically Constrained Adversarial Bandits and Stochastic Bandits with Adversarial Corruptions",
author = "Saeed Masoudian and Yevgeny Seldin",
year = "2021",
month = jul,
language = "English",
series = "Proceedings of Machine Learning Research",
pages = "3330--3350",
booktitle = "Conference on Learning Theory (COLT 2021)",
publisher = "PMLR",
note = "34th Annual Conference on Learning Theory (COLT 2021) ; Conference date: 15-08-2021 Through 19-08-2021",

}

RIS

TY - GEN

T1 - Improved Analysis of the Tsallis-INF Algorithm in Stochastically Constrained Adversarial Bandits and Stochastic Bandits with Adversarial Corruptions

AU - Masoudian, Saeed

AU - Seldin, Yevgeny

PY - 2021/7

Y1 - 2021/7

M3 - Article in proceedings

T3 - Proceedings of Machine Learning Research

SP - 3330

EP - 3350

BT - Conference on Learning Theory (COLT 2021)

PB - PMLR

T2 - 34th Annual Conference on Learning Theory (COLT 2021)

Y2 - 15 August 2021 through 19 August 2021

ER -

ID: 275879625