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Volumn , Issue , 2012, Pages 1626-1633

Noisy Bayesian active learning

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN DECISION MAKER; GENERALIZED BINARY SEARCHES; GENERATING FUNCTIONS; HEURISTIC POLICIES; INFORMATION ACQUISITIONS; JENSEN-SHANNON DIVERGENCE; NOISY OBSERVATIONS; PROBABILITY OF ERRORS;

EID: 84875708944     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/Allerton.2012.6483415     Document Type: Conference Paper
Times cited : (21)

References (13)
  • 1
    • 83255176241 scopus 로고    scopus 로고
    • The geometry of generalized binary search
    • R. D. Nowak, "The geometry of generalized binary search," IEEE Transactions on Information Theory, vol. 57, no. 12, pp. 7893-7906, 2011.
    • (2011) IEEE Transactions on Information Theory , vol.57 , Issue.12 , pp. 7893-7906
    • Nowak, R.D.1
  • 3
    • 33749443825 scopus 로고
    • Sequential discrimination of hypotheses with control of observations
    • M. V. Burnashev, "Sequential discrimination of hypotheses with control of observations," Math. USSR Izvestija, vol. 15, no. 3, pp. 419- 440, 1980.
    • (1980) Math. USSR Izvestija , vol.15 , Issue.3 , pp. 419-440
    • Burnashev, M.V.1
  • 4
    • 64549161997 scopus 로고    scopus 로고
    • Generalized binary search
    • R. D. Nowak, "Generalized binary search," in 46th Allerton Conference, 2008, pp. 568-574.
    • (2008) 46th Allerton Conference , pp. 568-574
    • Nowak, R.D.1
  • 5
    • 85162026053 scopus 로고    scopus 로고
    • Near-optimal bayesian active learning with noisy observations
    • D. Golovin, A. Krause, and D. Ray, "Near-optimal bayesian active learning with noisy observations," in NIPS, 2010, pp. 766-774.
    • (2010) NIPS , pp. 766-774
    • Golovin, D.1    Krause, A.2    Ray, D.3
  • 8
    • 85162323750 scopus 로고    scopus 로고
    • Lower bounds for passive and active learning
    • M. Raginsky and A. Rakhlin, "Lower bounds for passive and active learning," in NIPS, 2011, pp. 1026-1034.
    • (2011) NIPS , pp. 1026-1034
    • Raginsky, M.1    Rakhlin, A.2
  • 9
    • 79551594780 scopus 로고    scopus 로고
    • Rates of convergence in active learning
    • S. Hanneke, "Rates of convergence in active learning," The Annals of Statistics, vol. 39, no. 1, pp. 333-361, 2011.
    • (2011) The Annals of Statistics , vol.39 , Issue.1 , pp. 333-361
    • Hanneke, S.1
  • 10
    • 71149101362 scopus 로고    scopus 로고
    • Importance weighted active learning
    • A. Beygelzimer, S. Dasgupta, and J. Langford, "Importance weighted active learning," in ICML, 2009, pp. 49-56.
    • (2009) ICML , pp. 49-56
    • Beygelzimer, A.1    Dasgupta, S.2    Langford, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.