30 citations · 63 across the 9 of their papers we have counts for
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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…