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Volumn , Issue , 2010, Pages

Probabilistic latent variable models for distinguishing between cause and effect

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EQUIVALENCE CLASSES;

EID: 85162054206     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (118)

References (18)
  • 4
    • 40649092250 scopus 로고    scopus 로고
    • Distinguishing between cause and effect via kernel-based complexity measures for conditional probability densities
    • X. Sun, D. Janzing, and B. Schölkopf. Distinguishing between cause and effect via kernel-based complexity measures for conditional probability densities. Neurocomputing, pages 1248-1256, 2008.
    • (2008) Neurocomputing , pp. 1248-1256
    • Sun, X.1    Janzing, D.2    Schölkopf, B.3
  • 5
    • 84858789485 scopus 로고    scopus 로고
    • Nonlinear causal discovery with additive noise models
    • D. Koller, D. Schuurmans, Y. Bengio, and L. Bottou, editors, (NIPS*2008)
    • P. O. Hoyer, D. Janzing, J. M. Mooij, J. Peters, and B. Schölkopf. Nonlinear causal discovery with additive noise models. In D. Koller, D. Schuurmans, Y. Bengio, and L. Bottou, editors, Advances in Neural Information Processing Systems 21 (NIPS*2008), pages 689-696, 2009.
    • (2009) Advances in Neural Information Processing Systems , vol.21 , pp. 689-696
    • Hoyer, P.O.1    Janzing, D.2    Mooij, J.M.3    Peters, J.4    Schölkopf, B.5
  • 12
    • 77956667205 scopus 로고    scopus 로고
    • Causal inference using the algorithmic Markov condition
    • D. Janzing and B. Schölkopf. Causal inference using the algorithmic Markov condition. IEEE Transactions on Information Theory, 56(10):5168-5194, 2010.
    • (2010) IEEE Transactions on Information Theory , vol.56 , Issue.10 , pp. 5168-5194
    • Janzing, D.1    Schölkopf, B.2
  • 14
    • 0041435860 scopus 로고    scopus 로고
    • Nonlinear independent component analysis: Existence and uniqueness results
    • A. Hyvärinen and P. Pajunen. Nonlinear independent component analysis: Existence and uniqueness results. Neural Networks, 12(3):429-439, 1999.
    • (1999) Neural Networks , vol.12 , Issue.3 , pp. 429-439
    • Hyvärinen, A.1    Pajunen, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.