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Volumn 2015-January, Issue , 2015, Pages 3375-3383

Adaptive online learning

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION SCIENCE; LINEAR PROGRAMMING; RANDOM PROCESSES;

EID: 84965176819     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (60)

References (26)
  • 1
    • 0000492892 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 12
    • 80052250414 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 22
    • 0001638327 scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.