Masahiro Ikeda
Scholar

Masahiro Ikeda

Google Scholar ID: 6ozp0qMAAAAJ
The University of Osaka
Dynamical SystemsMachine LearningDifferential EquationsOperator TheorySpectral Graph Theory
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Citations & Impact
All-time
Citations
1,531
 
H-index
22
 
i10-index
43
 
Publications
20
 
Co-authors
35
list available
Contact
Emailikeda@ist.osaka-u.ac.jpCVOpen ↗
Publications
5 items
Why High-rank Neural Networks Generalize?: An Algebraic Framework with RKHSs
2025
Cited
0
Generalization Through Growth: Hidden Dynamics Controls Depth Dependence
2025
Cited
0
Spectral Truncation Kernels: Noncommutativity in C*-algebraic Kernel Machines
arXiv.org · 2024
Cited
1
Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
2024
Cited
0
Koopman operators with intrinsic observables in rigged reproducing kernel Hilbert spaces
Nonlinearity · 2024
Cited
13
Resume (English only)
Co-authors
35 total
Isao Ishikawa
Isao Ishikawa
Kyoto University
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Sho Sonoda
Sho Sonoda
RIKEN Center for Advanced Intelligence Project (AIP)
Yoshinobu Kawahara
Yoshinobu Kawahara
The University of Osaka & RIKEN Center for Advanced Intelligence Project
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Masashi Sugiyama
Masashi Sugiyama
Director, RIKEN Center for Advanced Intelligence Project / Professor, The University of Tokyo