30 citations · 63 across the 9 of their papers we have counts for
Showing 2012Show all
3 papers · 1 filter
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…
stat.ML2012★ 2 cited
Asymptotic Accuracy of Bayes Estimation for Latent Variables with Redundancy
Keisuke Yamazaki
Hierarchical parametric models consisting of observable and latent variables are widely used for unsupervised learning tasks. For example, a mixture model is a representative hiera…
stat.ML2012★ 15 cited
Asymptotic Accuracy of Distribution-Based Estimation for Latent Variables
Keisuke Yamazaki
Hierarchical statistical models are widely employed in information science and data engineering. The models consist of two types of variables: observable variables that represent t…