PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits.

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PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits. / Seldin, Yevgeny; Cesa-Bianchi, Nicoló; Auer, Peter et al.
Proceedings of the Workshop on On-line Trading of Exploration and Exploitation 2. 2012. S. 98-111.

Publikationen: Beitrag in Buch/Bericht/KonferenzbandBeitrag in Konferenzband

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 Proceedings of the Workshop on On-line Trading of Exploration and Exploitation 2. S. 98-111.

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 Proceedings of the Workshop on On-line Trading of Exploration and Exploitation 2 (S. 98-111)

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 Proceedings of the Workshop on On-line Trading of Exploration and Exploitation 2. 2012. S. 98-111

Author

Seldin, Yevgeny ; Cesa-Bianchi, Nicoló ; Auer, Peter et al. / PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits. Proceedings of the Workshop on On-line Trading of Exploration and Exploitation 2. 2012. S. 98-111

Bibtex - Download

@inproceedings{eb0d39c9d24c46d2b66c096a5271c8d9,
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 Francois Laviolette and John Shawe-Taylor",
year = "2012",
language = "English",
pages = "98--111",
booktitle = "Proceedings of the Workshop on On-line Trading of Exploration and Exploitation 2",

}

RIS (suitable for import to EndNote) - Download

TY - GEN

T1 - PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits.

AU - Seldin, Yevgeny

AU - Cesa-Bianchi, Nicoló

AU - Auer, Peter

AU - Laviolette, Francois

AU - Shawe-Taylor, John

PY - 2012

Y1 - 2012

M3 - Conference contribution

SP - 98

EP - 111

BT - Proceedings of the Workshop on On-line Trading of Exploration and Exploitation 2

ER -