Sumio Watanabe
Scholar

Sumio Watanabe

Google Scholar ID: _KUAdxcAAAAJ
Tokyo Institute of Technology
algebraic geometryprobability theorymathematical 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
Contact
No contact links provided.
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
Resume (English only)
Co-authors
13 total
Co-author 1
Co-author 1
Kazuho Watanabe
Kazuho Watanabe
Toyohashi University of Technology
Kenji Fukumizu
Kenji Fukumizu
The Institute of Statistical Mathematics
Shinichi Nakajima
Shinichi Nakajima
BIFOLD, Technische Universität Berlin
Naoki Hayashi
Naoki Hayashi
Toyota Central R&D Labs.
Co-author 6
Co-author 6
Shin Ishii
Shin Ishii
Kyoto University
Klaus-Robert Müller
Klaus-Robert Müller
TU Berlin & Korea University & Google DeepMind & Max Planck Institute for Informatics, Germany