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Volumn 1, Issue January, 2014, Pages 280-288

Transportability from multiple environments with limited experiments: Completeness results

Author keywords

[No Author keywords available]

Indexed keywords

CALCULATIONS;

EID: 84937924034     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (95)

References (22)
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    • Transportability of causal and statistical relations: A formal approach
    • W. Burgard and D. Roth, editors AAAI Press, Menlo Park, CA
    • J. Pearl and E. Bareinboim. Transportability of causal and statistical relations: A formal approach. In W. Burgard and D. Roth, editors, Proceedings of the Twenty-Fifth National Conference on Artificial Intelligence, pages 247-254. AAAI Press, Menlo Park, CA, 2011.
    • (2011) Proceedings of the Twenty-Fifth National Conference on Artificial Intelligence , pp. 247-254
    • Pearl, J.1    Bareinboim, E.2
  • 7
  • 8
    • 84919414947 scopus 로고    scopus 로고
    • A general algorithm for deciding transportability of experimental results
    • E. Bareinboim and J. Pearl. A general algorithm for deciding transportability of experimental results. Journal of Causal Inference, 1(1):107-134, 2013.
    • (2013) Journal of Causal Inference , vol.1 , Issue.1 , pp. 107-134
    • Bareinboim, E.1    Pearl, J.2
  • 10
    • 84888168872 scopus 로고    scopus 로고
    • Causal transportability of experiments on controllable subsets of variables: Z-transportability
    • A. Nicholson and P. Smyth, editors AUAI Press
    • S. Lee and V. Honavar. Causal transportability of experiments on controllable subsets of variables: z-transportability. In A. Nicholson and P. Smyth, editors, Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI), pages 361-370. AUAI Press, 2013.
    • (2013) Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI) , pp. 361-370
    • Lee, S.1    Honavar, V.2
  • 12
    • 84893348295 scopus 로고    scopus 로고
    • M-transportability: Transportability of a causal effect from multiple environments
    • M. desJardins and M. Littman, editors Menlo Park, CA AAAI Press
    • S. Lee and V. Honavar. m-transportability: Transportability of a causal effect from multiple environments. In M. desJardins and M. Littman, editors, Proceedings of the Twenty-Seventh National Conference on Artificial Intelligence, pages 583-590, Menlo Park, CA, 2013. AAAI Press.
    • (2013) Proceedings of the Twenty-Seventh National Conference on Artificial Intelligence , pp. 583-590
    • Lee, S.1    Honavar, V.2
  • 13
    • 84899031657 scopus 로고    scopus 로고
    • Transportability from multiple environments with limited experiments
    • C.J.C. Burges, L. Bottou, M. Welling, Z. Ghahramani, and K.Q. Weinberger, editors Curran Associates, Inc.
    • E. Bareinboim, S. Lee, V. Honavar, and J. Pearl. Transportability from multiple environments with limited experiments. In C.J.C. Burges, L. Bottou, M. Welling, Z. Ghahramani, and K.Q. Weinberger, editors, Advances in Neural Information Processing Systems 26, pages 136-144. Curran Associates, Inc., 2013.
    • (2013) Advances in Neural Information Processing Systems , vol.26 , pp. 136-144
    • Bareinboim, E.1    Lee, S.2    Honavar, V.3    Pearl, J.4
  • 15
    • 80052700798 scopus 로고    scopus 로고
    • When training and test sets are different: Characterising learning transfer
    • J. Candela, M. Sugiyama, A. Schwaighofer, and N.D. Lawrence, editors MIT Press, Cambridge, MA
    • A.J. Storkey. When training and test sets are different: characterising learning transfer. In J. Candela, M. Sugiyama, A. Schwaighofer, and N.D. Lawrence, editors, Dataset Shift in Machine Learning, pages 3-28. MIT Press, Cambridge, MA, 2009.
    • (2009) Dataset Shift in Machine Learning , pp. 3-28
    • Storkey, A.J.1
  • 20
    • 33750725273 scopus 로고    scopus 로고
    • PhD thesis, Department of Computer Science, University of California, Los Angeles, Los Angeles, CA, November
    • J. Tian. Studies in Causal Reasoning and Learning. PhD thesis, Department of Computer Science, University of California, Los Angeles, Los Angeles, CA, November 2002.
    • (2002) Studies in Causal Reasoning and Learning
    • Tian, J.1
  • 22
    • 33750742436 scopus 로고    scopus 로고
    • Identification of joint interventional distributions in recursive semi-Markovian causal models
    • AAAI Press, Menlo Park, CA
    • I. Shpitser and J. Pearl. Identification of joint interventional distributions in recursive semi-Markovian causal models. In Proceedings of the Twenty-First National Conference on Artificial Intelligence, pages 1219-1226. AAAI Press, Menlo Park, CA, 2006.
    • (2006) Proceedings of the Twenty-First National Conference on Artificial Intelligence , pp. 1219-1226
    • Shpitser, I.1    Pearl, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.