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Volumn , Issue , 2010, Pages

Parametric bandits: The generalized linear case

Author keywords

Generalized Linear Models; Multi armed bandit; Parametric bandits; Regret minimization; UCB

Indexed keywords

ARTIFICIAL INTELLIGENCE;

EID: 85162071043     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (527)

References (17)
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    • T.L. Lai and H. Robbins. Asymptotically efficient adaptive allocation rules. Advances in Applied Mathematics, 6(1):4-22, 1985.
    • (1985) Advances in Applied Mathematics , vol.6 , Issue.1 , pp. 4-22
    • Lai, T.L.1    Robbins, H.2
  • 2
    • 0036568025 scopus 로고    scopus 로고
    • Finite-time analysis of the multiarmed bandit problem
    • P. Auer, N. Cesa-Bianchi, and P. Fischer. Finite-time analysis of the multiarmed bandit problem. Machine Learning, 47(2):235-256, 2002.
    • (2002) Machine Learning , vol.47 , Issue.2 , pp. 235-256
    • Auer, P.1    Cesa-Bianchi, N.2    Fischer, P.3
  • 10
    • 0041966002 scopus 로고    scopus 로고
    • Using confidence bounds for exploitation-exploration trade-offs
    • P. Auer. Using confidence bounds for exploitation-exploration trade-offs. Journal of Machine Learning Research, 3:397-422, 2002.
    • (2002) Journal of Machine Learning Research , vol.3 , pp. 397-422
    • Auer, P.1
  • 14
    • 0033236905 scopus 로고    scopus 로고
    • Strong consistency of maximum quasi-likelihood estimators in generalized linear models with fixed and adaptive designs
    • K. Chen, I. Hu, and Z. Ying. Strong consistency of maximum quasi-likelihood estimators in generalized linear models with fixed and adaptive designs. Annals of Statistics, 27(4):1155-1163, 1999.
    • (1999) Annals of Statistics , vol.27 , Issue.4 , pp. 1155-1163
    • Chen, K.1    Hu, I.2    Ying, Z.3
  • 16
    • 4544277579 scopus 로고    scopus 로고
    • Self-normalized processes: Exponential inequalities, moment bounds and iterated logarithm laws
    • V.H. De La Pena, M.J. Klass, and T.L. Lai. Self-normalized processes: exponential inequalities, moment bounds and iterated logarithm laws. Annals of Probability, 32(3):1902-1933, 2004.
    • (2004) Annals of Probability , vol.32 , Issue.3 , pp. 1902-1933
    • De La Pena, V.H.1    Klass, M.J.2    Lai, T.L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.