Scholar
Sumio Watanabe
Google Scholar ID: _KUAdxcAAAAJ
Tokyo Institute of Technology
algebraic geometry
probability theory
mathematical statistics
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Citations & Impact
All-time
Citations
8,921
H-index
33
i10-index
69
Publications
20
Co-authors
13
list available
Publications
2 items
A Statistical Difference between Single-Layer Learning and Hierarchical Learning in Wide Neural Networks
2026
Cited
0
Review and Prospect of Algebraic Research in Equivalent Framework between Statistical Mechanics and Machine Learning Theory
arXiv.org · 2024
Cited
0
Co-authors
9 total
Kazuho Watanabe
Toyohashi University of Technology
Kenji Fukumizu
The Institute of Statistical Mathematics
Shinichi Nakajima
BIFOLD, Technische Universität Berlin
Naoki Hayashi
Toyota Central R&D Labs.
Shin Ishii
Kyoto University
Klaus-Robert Müller
TU Berlin & Korea University & Google DeepMind & Max Planck Institute for Informatics, Germany
Motoaki Kawanabe
Senior Researcher, Advanced Telecommunications Research Institute International
Masashi Sugiyama
Director, RIKEN Center for Advanced Intelligence Project / Professor, The University of Tokyo
