2.3k citations · 3.2k across the 22 of their papers we have counts for
Showing 2012 · cs.LGShow all
2 papers · 2 filters
cs.LG2012★ 30 cited
Stochastic complexity of Bayesian networks
Keisuke Yamazaki, Sumio Watanbe
Bayesian networks are now being used in enormous fields, for example, diagnosis of a system, data mining, clustering and so on. In spite of their wide range of applications, the st…
cs.LG2012★ 786 cited
A Widely Applicable Bayesian Information Criterion
Sumio Watanabe
A statistical model or a learning machine is called regular if the map taking a parameter to a probability distribution is one-to-one and if its Fisher information matrix is always…