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cs.LG2016★ 5 cited
A Theoretical Analysis of the BDeu Scores in Bayesian Network Structure Learning
Joe Suzuki
In Bayesian network structure learning (BNSL), we need the prior probability over structures and parameters. If the former is the uniform distribution, the latter determines the co…
cs.LG2012★ 3 cited
Discovering causal structures in binary exclusive-or skew acyclic models
Takanori Inazumi, Takashi Washio, Shohei Shimizu +3
Discovering causal relations among observed variables in a given data set is a main topic in studies of statistics and artificial intelligence. Recently, some techniques to discove…