Scholar
Masahiro Ikeda
Google Scholar ID: 6ozp0qMAAAAJ
The University of Osaka
Dynamical Systems
Machine Learning
Differential Equations
Operator Theory
Spectral Graph Theory
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
1,869
H-index
23
i10-index
45
Publications
20
Co-authors
35
list available
Publications
6 items
High-Probability Guarantees for SGD under $\beta$-Heavy-Tailed Gradient Noise
2026
Cited
0
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
Co-authors
10 total
Isao Ishikawa
Kyoto University
Sho Sonoda
RIKEN Center for Advanced Intelligence Project (AIP)
Yoshinobu Kawahara
The University of Osaka & RIKEN Center for Advanced Intelligence Project
Masashi Sugiyama
Director, RIKEN Center for Advanced Intelligence Project / Professor, The University of Tokyo
Yuichi Yoshida
National Institute of Informatics
Atsushi Miyauchi
CENTAI Institute
Hachem Kadri
LIS - QARMA, Aix-Marseille University
Keisuke Fujii
Nagoya University
