-
1
-
-
62949181077
-
Exploration-exploitation tradeoff using variance estimates in multi-armed bandits
-
Audibert, J.-Y., Munos, R., and Szepesvári, Cs. Exploration-exploitation tradeoff using variance estimates in multi-armed bandits. Theor. Comput. Sci., 410(19):1876-1902, 2009.
-
(2009)
Theor. Comput. Sci.
, vol.410
, Issue.19
, pp. 1876-1902
-
-
Audibert, J.-Y.1
Munos, R.2
Szepesvári, C.3
-
2
-
-
0029513526
-
Gambling in a rigged casino: The adversarial multi-armed bandit problem
-
Auer, P., Cesa-Bianchi, N., Freund, Y., and Schapire, R.E. Gambling in a rigged casino: The adversarial multi-armed bandit problem. In Proceedings of the 36th Ann. Symp. on Foundations of Computer Science, pp. 322-331, 1995.
-
(1995)
Proceedings of the 36th Ann. Symp. on Foundations of Computer Science
, pp. 322-331
-
-
Auer, P.1
Cesa-Bianchi, N.2
Freund, Y.3
Schapire, R.E.4
-
3
-
-
0036568025
-
Finite-time analysis of the multiarmed bandit problem
-
Auer, P., Cesa-Bianchi, N., and Fischer, P. Finite-time analysis of the multiarmed bandit problem. Machine Learning, 47:235-256, 2002a.
-
(2002)
Machine Learning
, vol.47
, pp. 235-256
-
-
Auer, P.1
Cesa-Bianchi, N.2
Fischer, P.3
-
4
-
-
0037709910
-
The non-stochastic multi-armed bandit problem
-
Auer, P., Cesa-Bianchi, N., Freund, Y., and Schapire, R.E. The non-stochastic multi-armed bandit problem. SIAM J. on Computing, 32(1):48-77, 2002b.
-
(2002)
SIAM J. on Computing
, vol.32
, Issue.1
, pp. 48-77
-
-
Auer, P.1
Cesa-Bianchi, N.2
Freund, Y.3
Schapire, R.E.4
-
5
-
-
85162035281
-
The tradeoffs of large scale learning
-
Bottou, L. and Bousquet, O. The tradeoffs of large scale learning. In NIPS, volume 20, pp. 161-168, 2008.
-
(2008)
NIPS
, vol.20
, pp. 161-168
-
-
Bottou, L.1
Bousquet, O.2
-
6
-
-
85162047207
-
FilterBoost: Regression and classification on large datasets
-
Bradley, J.K. and Schapire, R.E. FilterBoost: Regression and classification on large datasets. In NIPS, volume 20, 2008.
-
(2008)
NIPS
, vol.20
-
-
Bradley, J.K.1
Schapire, R.E.2
-
7
-
-
77956544717
-
Accelerating AdaBoost using UCB
-
Busa-Fekete, R. and Kégl, B. Accelerating AdaBoost using UCB. In KDDCup 2009 (JMLR W&CP), volume 7, pp. 111-122, 2009.
-
(2009)
KDDCup 2009 (JMLR W&CP)
, vol.7
, pp. 111-122
-
-
Busa-Fekete, R.1
Kégl, B.2
-
9
-
-
70349275222
-
Bandit algorithms for tree search
-
Coquelin, P-A. and Munos, R. Bandit algorithms for tree search. In UAI, volume 23, 2007.
-
(2007)
UAI
, vol.23
-
-
Coquelin, P.-A.1
Munos, R.2
-
10
-
-
71149107214
-
Bandit-based optimization on graphs with application to library performance tuning
-
De Mesmay, F., Rimmel, A., Voronenko, Y., and Püschel, M. Bandit-based optimization on graphs with application to library performance tuning. In ICML, volume 26, pp. 729-736, 2009.
-
(2009)
ICML
, vol.26
, pp. 729-736
-
-
De Mesmay, F.1
Rimmel, A.2
Voronenko, Y.3
Püschel, M.4
-
11
-
-
0344511290
-
Boosting applied to word sense disambiguation
-
Escudero, G., Màrquez, L., and Rigau, G. Boosting applied to word sense disambiguation. In ECML, volume 11, pp. 129-141, 2000.
-
(2000)
ECML
, vol.11
, pp. 129-141
-
-
Escudero, G.1
Màrquez, L.2
Rigau, G.3
-
12
-
-
0031211090
-
A decision-theoretic generalization of on-line learning and an application to boosting
-
Freund, Y. and Schapire, R. E. A decision-theoretic generalization of on-line learning and an application to boosting. J. of Comp. and Sys. Sci., 55:119-139, 1997.
-
(1997)
J. of Comp. and Sys. Sci.
, vol.55
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.E.2
-
13
-
-
71149085948
-
Boosting products of base classifiers
-
Kégl, B. and Busa-Fekete, R. Boosting products of base classifiers. In ICML, volume 26, pp. 497-504, 2009.
-
(2009)
ICML
, vol.26
, pp. 497-504
-
-
Kégl, B.1
Busa-Fekete, R.2
-
15
-
-
70449920961
-
Extreme compass and dynamic multi-armed bandits for adaptive operator selection
-
Maturana, J., Fialho, Á., Saubion, F., Schoenauer, M., and Sebag, M. Extreme compass and dynamic multi-armed bandits for adaptive operator selection. In IEEE ICEC, pp. 365-372, 2009.
-
(2009)
IEEE ICEC
, pp. 365-372
-
-
Maturana, J.1
Fialho, Á.2
Saubion, F.3
Schoenauer, M.4
Sebag, M.5
-
16
-
-
41549131613
-
Evidence contrary to the statistical view of boosting
-
Mease, D. and Wyner, A. Evidence contrary to the statistical view of boosting. JMLR, 9:131-156, 2007.
-
(2007)
JMLR
, vol.9
, pp. 131-156
-
-
Mease, D.1
Wyner, A.2
-
18
-
-
0033281701
-
Improved boosting algorithms using confidence-rated predictions
-
Schapire, R. E. and Singer, Y. Improved boosting algorithms using confidence-rated predictions. Mach. Learn., 37(3):297-336, 1999.
-
(1999)
Mach. Learn.
, vol.37
, Issue.3
, pp. 297-336
-
-
Schapire, R.E.1
Singer, Y.2
-
19
-
-
2142812371
-
Robust real-time face detection
-
Viola, P. and Jones, M. Robust real-time face detection. Int. J. of Comp. Vis., 57:137-154, 2004.
-
(2004)
Int. J. of Comp. Vis.
, vol.57
, pp. 137-154
-
-
Viola, P.1
Jones, M.2
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