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Volumn , Issue , 2013, Pages

Prior-free and prior-dependent regret bounds for Thompson Sampling

Author keywords

[No Author keywords available]

Indexed keywords

OPTIMIZATION;

EID: 84899004968     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (87)

References (14)
  • 4
    • 78649420293 scopus 로고    scopus 로고
    • Regret bounds and minimax policies under partial monitoring
    • J.-Y. Audibert and S. Bubeck. Regret bounds and minimax policies under partial monitoring. Journal of Machine Learning Research, 11:2635-2686, 2010.
    • (2010) Journal of Machine Learning Research , vol.11 , pp. 2635-2686
    • Audibert, J.-Y.1    Bubeck, S.2
  • 5
    • 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 Journal, 47(2-3):235-256, 2002.
    • (2002) Machine Learning Journal , vol.47 , Issue.2-3 , pp. 235-256
    • Auer, P.1    Cesa-Bianchi, N.2    Fischer, P.3
  • 6
    • 84874045238 scopus 로고    scopus 로고
    • Regret analysis of stochastic and nonstochastic multi-armed bandit problems
    • S. Bubeck and N. Cesa-Bianchi. Regret analysis of stochastic and nonstochastic multi-armed bandit problems. Foundations and Trends in Machine Learning, 5(1):1-122, 2012.
    • (2012) Foundations and Trends in Machine Learning , vol.5 , Issue.1 , pp. 1-122
    • Bubeck, S.1    Cesa-Bianchi, N.2
  • 12
  • 14
    • 0001395850 scopus 로고
    • On the likelihood that one unknown probability exceeds another in view of the evidence of two samples
    • W. Thompson. On the likelihood that one unknown probability exceeds another in view of the evidence of two samples. Bulletin of the American Mathematics Society, 25:285-294, 1933.
    • (1933) Bulletin of the American Mathematics Society , vol.25 , pp. 285-294
    • Thompson, W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.