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Takashi Washio

  1. DirectLiNGAM: A direct method for learning a linear non-Gaussian structural equation model
    2011/01/13 by Shohei Shimizu, Takanori Inazumi, Shimizu, Shohei +13 · 20 citations
    Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (stat.ML)
  2. Discovering causal structures in binary exclusive-or skew acyclic models
    2012/02/14 by Takanori Inazumi, Takashi Washio, Inazumi, Takanori +9 · 1 citation
    Chemistry · Computer Science · #Bayesian Modeling and Causal Inference #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Spectroscopy and Chemometric Analyses
  3. ParceLiNGAM: A causal ordering method robust against latent confounders
    2013/03/29 by Tatsuya Tashiro, Shohei Shimizu, Tashiro, Tatsuya +5 · 1 citation
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference