-
1
-
-
0000492892
-
Minimum contrast estimators on sieves: Exponential bounds and rates of convergence
-
Lucien Birgé, Pascal Massart, et al. Minimum contrast estimators on sieves: exponential bounds and rates of convergence. Bernoulli, 4(3):329-375, 1998.
-
(1998)
Bernoulli
, vol.4
, Issue.3
, pp. 329-375
-
-
Birgé, L.1
Massart, P.2
-
2
-
-
0033234644
-
Adaptive model selection using empirical complexities
-
Gábor Lugosi and Andrew B Nobel. Adaptive model selection using empirical complexities. Annals of Statistics, pages 1830-1864, 1999.
-
(1999)
Annals of Statistics
, pp. 1830-1864
-
-
Lugosi, G.1
Nobel, A.B.2
-
3
-
-
0036643049
-
Model selection and error estimation
-
Peter L. Bartlett, Stéphane Boucheron, and Gábor Lugosi. Model selection and error estimation. Machine Learning, 48(1-3):85-113, 2002.
-
(2002)
Machine Learning
, vol.48
, Issue.1-3
, pp. 85-113
-
-
Bartlett, P.L.1
Boucheron, S.2
Lugosi, G.3
-
9
-
-
77955655739
-
Extracting certainty from uncertainty: Regret bounded by variation in costs
-
Elad Hazan and Satyen Kale. Extracting certainty from uncertainty: Regret bounded by variation in costs. Machine learning, 80(2):165-188, 2010.
-
(2010)
Machine Learning
, vol.80
, Issue.2
, pp. 165-188
-
-
Hazan, E.1
Kale, S.2
-
10
-
-
84898051694
-
Online optimization with gradual variations
-
Chao-Kai Chiang, Tianbao Yang, Chia-Jung Lee, Mehrdad Mahdavi, Chi-Jen Lu, Rong Jin, and Shenghuo Zhu. Online optimization with gradual variations. In COLT, 2012.
-
(2012)
COLT
-
-
Chiang, C.-K.1
Yang, T.2
Lee, C.-J.3
Mahdavi, M.4
Lu, C.-J.5
Jin, R.6
Zhu, S.7
-
12
-
-
80052250414
-
Adaptive subgradient methods for online learning and stochastic optimization
-
John Duchi, Elad Hazan, and Yoram Singer. Adaptive subgradient methods for online learning and stochastic optimization. The Journal of Machine Learning Research, 12:2121-2159, 2011.
-
(2011)
The Journal of Machine Learning Research
, vol.12
, pp. 2121-2159
-
-
Duchi, J.1
Hazan, E.2
Singer, Y.3
-
13
-
-
33847624608
-
Improved second-order bounds for prediction with expert advice
-
Nicolo Cesa-Bianchi, Yishay Mansour, and Gilles Stoltz. Improved second-order bounds for prediction with expert advice. Machine Learning, 66(2-3):321-352, 2007.
-
(2007)
Machine Learning
, vol.66
, Issue.2-3
, pp. 321-352
-
-
Cesa-Bianchi, N.1
Mansour, Y.2
Stoltz, G.3
-
17
-
-
85162053390
-
Smoothness, low noise and fast rates
-
Nathan Srebro, Karthik Sridharan, and Ambuj Tewari. Smoothness, low noise and fast rates. In Advances in neural information processing systems, pages 2199-2207, 2010.
-
(2010)
Advances in Neural Information Processing Systems
, pp. 2199-2207
-
-
Srebro, N.1
Sridharan, K.2
Tewari, A.3
-
22
-
-
0001638327
-
Optimum bounds for the distributions of martingales in banach spaces
-
10
-
Iosif Pinelis. Optimum bounds for the distributions of martingales in banach spaces. The Annals of Probability, 22(4):1679-1706, 10 1994.
-
(1994)
The Annals of Probability
, vol.22
, Issue.4
, pp. 1679-1706
-
-
Pinelis, I.1
-
25
-
-
84897581703
-
Regret to the best vs. Regret to the average
-
Eyal Even-Dar, Michael Kearns, Yishay Mansour, and Jennifer Wortman. Regret to the best vs. regret to the average. Machine Learning, 72(1-2):21-37, 2008.
-
(2008)
Machine Learning
, vol.72
, Issue.1-2
, pp. 21-37
-
-
Even-Dar, E.1
Kearns, M.2
Mansour, Y.3
Wortman, J.4
|