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    Author information
    First name: Shohei
    Last name: Shimizu
    DBLP: 07/4552
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    Journal article
    Shohei Shimizu.
    Joint estimation of linear non-Gaussian acyclic models.
    Neurocomputing 2012, Volume 81 (0) 2012
    Conference paper
    Tatsuya Tashiro, Shohei Shimizu, Aapo Hyvärinen, Takashi Washio.
    Estimation of Causal Orders in a Linear Non-Gaussian Acyclic Model: A Method Robust against Latent Confounders.
    Artificial Neural Networks and Machine Learning - ICANN 2012 - 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I 2012 (0) 2012
    Conference paper
    Patrik O. Hoyer, Aapo Hyvärinen, Richard Scheines, Peter Spirtes, Joseph Ramsey, Gustavo Lacerda, Shohei Shimizu.
    Causal discovery of linear acyclic models with arbitrary distributions
    CoRR 2012, Volume 0 (0) 2012
    Conference paper
    Takanori Inazumi, Takashi Washio, Shohei Shimizu, Joe Suzuki, Akihiro Yamamoto, Yoshinobu Kawahara.
    Discovering causal structures in binary exclusive-or skew acyclic models
    CoRR 2012, Volume 0 (0) 2012
    Conference paper
    Shohei Shimizu, Aapo Hyvärinen, Yutaka Kano, Patrik O. Hoyer.
    Discovery of non-gaussian linear causal models using ICA
    CoRR 2012, Volume 0 (0) 2012
    Conference paper
    Kittitat Thamvitayakul, Shohei Shimizu, Tsuyoshi Ueno, Takashi Washio, Tatsuya Tashiro.
    Bootstrap Confidence Intervals in DirectLiNGAM.
    12th IEEE International Conference on Data Mining Workshops, ICDM Workshops, Brussels, Belgium, December 10, 2012 2012 (0) 2012
    Conference paper
    Yoshinobu Kawahara, Shohei Shimizu, Takashi Washio.
    Analyzing relationships among ARMA processes based on non-Gaussianity of external influences.
    Neurocomputing 2011, Volume 74 (0) 2011
    Conference paper
    Yasuhiro Sogawa, Shohei Shimizu, Teppei Shimamura, Aapo Hyvärinen, Takashi Washio, Seiya Imoto.
    Estimating exogenous variables in data with more variables than observations.
    Neural Networks 2011, Volume 24 (0) 2011
    Conference paper
    Shohei Shimizu, Takanori Inazumi, Yasuhiro Sogawa, Aapo Hyvärinen, Yoshinobu Kawahara, Takashi Washio, Patrik O. Hoyer, Kenneth Bollen.
    DirectLiNGAM: A Direct Method for Learning a Linear Non-Gaussian Structural Equation Model.
    Journal of Machine Learning Research 2011, Volume 12 (0) 2011
    Conference paper
    Takanori Inazumi, Takashi Washio, Shohei Shimizu, Joe Suzuki, Akihiro Yamamoto, Yoshinobu Kawahara.
    Discovering causal structures in binary exclusive-or skew acyclic models.
    UAI 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011 2011 (0) 2011
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