Sumio Watanabe

Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory

Sumio Watanabe · arXiv (Cornell University) · 2010 · 2.3K citations · Full text

Bayes Cross-validation, Support Vector Machine, Engineering +13

A Widely Applicable Bayesian Information Criterion

Sumio Watanabe · arXiv (Cornell University) · 2012 · 783 citations · Full text

Algebraic Analysis for Nonidentifiable Learning Machines

Sumio Watanabe · Neural Computation · 2001 · 210 citations

Singularities in mixture models and upper bounds of stochastic complexity

Keisuke Yamazaki, Sumio Watanabe · Neural Networks · 2003 · 135 citations

Mixture Distribution, Engineering, Entropy +6

Stochastic complexities of reduced rank regression in Bayesian estimation

Miki Aoyagi, Sumio Watanabe · Neural Networks · 2005 · 119 citations

Engineering, Statistical Inference, Reduced Rank Regression +2