PAC-Bayes-Bernstein inequality for martingales and its application to multiarmed bandits

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

Standard

PAC-Bayes-Bernstein inequality for martingales and its application to multiarmed bandits. / Seldin, Yevgeny; Cesa-Bianchi, Nicolò; Auer, Peter; Laviolette, François; Shawe-Taylor, John.

JMLR Workshop and Conference Proceedings, 26. 2012.

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

Harvard

Seldin, Y, Cesa-Bianchi, N, Auer, P, Laviolette, F & Shawe-Taylor, J 2012, PAC-Bayes-Bernstein inequality for martingales and its application to multiarmed bandits. in JMLR Workshop and Conference Proceedings, 26. <http://jmlr.org/proceedings/papers/v26/seldin12a/seldin12a.pdf>

APA

Seldin, Y., Cesa-Bianchi, N., Auer, P., Laviolette, F., & Shawe-Taylor, J. (2012). PAC-Bayes-Bernstein inequality for martingales and its application to multiarmed bandits. In JMLR Workshop and Conference Proceedings, 26 http://jmlr.org/proceedings/papers/v26/seldin12a/seldin12a.pdf

Vancouver

Seldin Y, Cesa-Bianchi N, Auer P, Laviolette F, Shawe-Taylor J. PAC-Bayes-Bernstein inequality for martingales and its application to multiarmed bandits. In JMLR Workshop and Conference Proceedings, 26. 2012

Author

Seldin, Yevgeny ; Cesa-Bianchi, Nicolò ; Auer, Peter ; Laviolette, François ; Shawe-Taylor, John. / PAC-Bayes-Bernstein inequality for martingales and its application to multiarmed bandits. JMLR Workshop and Conference Proceedings, 26. 2012.

Bibtex

@inproceedings{297cba617c604bbd9a5537df0d4b86bc,
title = "PAC-Bayes-Bernstein inequality for martingales and its application to multiarmed bandits",
author = "Yevgeny Seldin and Nicol{\`o} Cesa-Bianchi and Peter Auer and Fran{\c c}ois Laviolette and John Shawe-Taylor",
year = "2012",
language = "English",
booktitle = "JMLR Workshop and Conference Proceedings, 26",

}

RIS

TY - GEN

T1 - PAC-Bayes-Bernstein inequality for martingales and its application to multiarmed bandits

AU - Seldin, Yevgeny

AU - Cesa-Bianchi, Nicolò

AU - Auer, Peter

AU - Laviolette, François

AU - Shawe-Taylor, John

PY - 2012

Y1 - 2012

M3 - Article in proceedings

BT - JMLR Workshop and Conference Proceedings, 26

ER -

ID: 131839095