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Volumn , Issue , 2011, Pages 547-555

Stackelberg games for adversarial prediction problems

Author keywords

Adversarial classification; Prediction game; Spam filtering; Stackelberg competition

Indexed keywords

ELECTRONIC MAIL;

EID: 80052662603     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2020408.2020495     Document Type: Conference Paper
Times cited : (253)

References (16)
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    • Learning to classify with missing and corrupted features
    • O. Dekel, O. Shamir, and L. Xiao. Learning to classify with missing and corrupted features. Machine Learning, 81(2):149-178, 2010.
    • (2010) Machine Learning , vol.81 , Issue.2 , pp. 149-178
    • Dekel, O.1    Shamir, O.2    Xiao, L.3
  • 8
    • 0022077119 scopus 로고
    • Polynomial hierarchy and a simple model for competitive analysis
    • R. Jeroslow. The polynomial hierarchy and a simple model for competitive analysis. Mathematical Programming, 32:146-164, 1985. (Pubitemid 15530689)
    • (1985) Mathematical Programming , vol.32 , Issue.2 , pp. 146-164
    • Jeroslow Robert, G.1
  • 9
    • 78651359266 scopus 로고    scopus 로고
    • Classifier evaluation and attribute selection against active adversaries
    • M. Kantarcioglu, B. Xi, and C. Clifton. Classifier evaluation and attribute selection against active adversaries. Data Mining and Knowledge Discovery, 22(1-2):291-335, 2011.
    • (2011) Data Mining and Knowledge Discovery , vol.22 , Issue.1-2 , pp. 291-335
    • Kantarcioglu, M.1    Xi, B.2    Clifton, C.3
  • 12
    • 77951174541 scopus 로고    scopus 로고
    • A game theoretical model for adversarial learning
    • IEEE Computer Society
    • W. Liu and S. Chawla. A game theoretical model for adversarial learning. In ICDM Workshops, pages 25-30. IEEE Computer Society, 2009.
    • (2009) ICDM Workshops , pp. 25-30
    • Liu, W.1    Chawla, S.2
  • 16
    • 29144523061 scopus 로고    scopus 로고
    • On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming
    • DOI 10.1007/s10107-004-0559-y
    • A. Wächter and L. T. Biegler. On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming. Mathematical Programming, 106:25-57, 2006. (Pubitemid 41813168)
    • (2006) Mathematical Programming , vol.106 , Issue.1 , pp. 25-57
    • Wachter, A.1    Biegler, L.T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.