메뉴 건너뛰기




Volumn 7568 LNAI, Issue , 2012, Pages 290-304

A closer look at adaptive regret

Author keywords

adaptive regret; Fixed Share; Online learning; specialist experts

Indexed keywords

ADAPTIVE REGRET; FIXED SHARE; ONLINE LEARNING; PREDICTION WITH EXPERT ADVICE; SPECIALIST EXPERTS; TIME INTERVAL;

EID: 84867856259     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-34106-9_24     Document Type: Conference Paper
Times cited : (66)

References (16)
  • 4
    • 77952020944 scopus 로고    scopus 로고
    • Prediction with Expert Evaluators' Advice
    • Gavaldà, R., Lugosi, G., Zeugmann, T., Zilles, S. (eds.) ALT 2009. Springer, Heidelberg
    • Chernov, A., Vovk, V.: Prediction with Expert Evaluators' Advice. In: Gavaldà, R., Lugosi, G., Zeugmann, T., Zilles, S. (eds.) ALT 2009. LNCS, vol. 5809, pp. 8-22. Springer, Heidelberg (2009)
    • (2009) LNCS , vol.5809 , pp. 8-22
    • Chernov, A.1    Vovk, V.2
  • 6
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • Freund, Y., Schapire, R.E.: A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences 55, 119-139 (1997)
    • (1997) Journal of Computer and System Sciences , vol.55 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 7
    • 70049085900 scopus 로고    scopus 로고
    • Efficient learning algorithms for changing environments
    • Hazan, E., Seshadhri, C.: Efficient learning algorithms for changing environments. In: ICML, p. 50 (2009)
    • (2009) ICML , pp. 50
    • Hazan, E.1    Seshadhri, C.2
  • 8
    • 0032137328 scopus 로고    scopus 로고
    • Tracking the best expert
    • Herbster, M., Warmuth, M.K.: Tracking the best expert. Machine Learning 32(2), 151-178 (1998)
    • (1998) Machine Learning , vol.32 , Issue.2 , pp. 151-178
    • Herbster, M.1    Warmuth, M.K.2
  • 11
    • 35148838877 scopus 로고
    • The weighted majority algorithm
    • Littlestone, N., Warmuth, M.K.: The weighted majority algorithm. Inf. Comput. 108(2), 212-261 (1994)
    • (1994) Inf. Comput. , vol.108 , Issue.2 , pp. 212-261
    • Littlestone, N.1    Warmuth, M.K.2
  • 12
    • 0032628233 scopus 로고    scopus 로고
    • Low complexity sequential lossless coding for piecewise stationary memoryless sources
    • Shamir, G.I., Merhav, N.: Low complexity sequential lossless coding for piecewise stationary memoryless sources. IEEE Trans. Info. Theory 45, 1498-1519 (1999)
    • (1999) IEEE Trans. Info. Theory , vol.45 , pp. 1498-1519
    • Shamir, G.I.1    Merhav, N.2
  • 14
    • 0035413537 scopus 로고    scopus 로고
    • Competitive on-line statistics
    • Vovk, V.: Competitive on-line statistics. International Statistical Review 69, 213-248 (2001)
    • (2001) International Statistical Review , vol.69 , pp. 213-248
    • Vovk, V.1
  • 15


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.