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Volumn 4174 LNCS, Issue , 2006, Pages 354-363

Importance-weighted cross-validation for covariate shift

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; EXTRAPOLATION; FEEDBACK CONTROL; MAN MACHINE SYSTEMS; NUMERICAL METHODS; PROBABILITY DISTRIBUTIONS;

EID: 33750229534     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11861898_36     Document Type: Conference Paper
Times cited : (20)

References (11)
  • 1
    • 33750278882 scopus 로고    scopus 로고
    • Robust model selection by cross-validation via weighted likelihood methodology
    • Dipartimento di Scienze Statistiche, Università di Padova
    • C. Agostinelli. Robust model selection by cross-validation via weighted likelihood methodology. Technical Report 1999.37, Dipartimento di Scienze Statistiche, Università di Padova, 1999.
    • (1999) Technical Report 1999.37
    • Agostinelli, C.1
  • 4
    • 0000125534 scopus 로고
    • Sample selection bias as a specification error
    • J. J. Heckman. Sample selection bias as a specification error. Econometrica, 47(1):153-162, 1979.
    • (1979) Econometrica , vol.47 , Issue.1 , pp. 153-162
    • Heckman, J.J.1
  • 6
    • 0037527188 scopus 로고    scopus 로고
    • Improving predictive inference under covariate shift by weighting the log-likelihood function
    • H. Shimodaira. Improving predictive inference under covariate shift by weighting the log-likelihood function. Journal of Statistical Planning and Inference, 90(2):227-244, 2000.
    • (2000) Journal of Statistical Planning and Inference , vol.90 , Issue.2 , pp. 227-244
    • Shimodaira, H.1
  • 7
    • 30744458353 scopus 로고    scopus 로고
    • Active learning in approximately linear regression based on conditional expectation of generalization error
    • M. Sugiyama. Active learning in approximately linear regression based on conditional expectation of generalization error. Journal of Machine Learning Research, 7(Jan): 141-166, 2006.
    • (2006) Journal of Machine Learning Research , vol.7 , Issue.JAN , pp. 141-166
    • Sugiyama, M.1
  • 8
    • 33750280935 scopus 로고    scopus 로고
    • Importance-weighted cross-validation for covariate shift
    • Department of Computer Science, Tokyo Institute of Technology, Feb.
    • M. Sugiyama, B. Blankertz, M. Krauledat, G. Dornhege, and K.-R. Müller. Importance-weighted cross-validation for covariate shift. Technical Report TR060002, Department of Computer Science, Tokyo Institute of Technology, Feb. 2006.
    • (2006) Technical Report , vol.TR060002
    • Sugiyama, M.1    Blankertz, B.2    Krauledat, M.3    Dornhege, G.4    Müller, K.-R.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.