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Sumio Watanabe | Researchclopedia

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Sumio Watanabe

Waseda University ORCID

250

Works

5,536

Citations

27

h-index

47

i10-index

Research Topics

Neural Networks and Applications Bayesian Methods and Mixture Models Machine Learning and Algorithms

Affiliations

Tsurumi University1994–1994

Tokyo Institute of Technology1999–2023

Shinshu University2006–2006

Waseda University2025–2025

University of Electro-Communications2006–2006

Top Works

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

20102,337 citations

Face and Expression Recognition

Machine Learning and ELM

A Widely Applicable Bayesian Information Criterion

2012783 citations

Algebraic Geometry and Statistical Learning Theory

2009337 citations

Algebraic Analysis for Nonidentifiable Learning Machines

2001210 citations

Singularities in mixture models and upper bounds of stochastic complexity

Keisuke Yamazaki,Sumio Watanabe

2003135 citations

Stochastic complexities of reduced rank regression in Bayesian estimation

Miki Aoyagi,Sumio Watanabe

2005119 citations

Equations of states in singular statistical estimation

200992 citations

Algebraic geometrical methods for hierarchical learning machines

200189 citations

Mathematical Theory of Bayesian Statistics

201888 citations