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Isao Ishikawa
Isao Ishikawa
4
papers
139
total citations
papers (4)
Coupling-based Invertible Neural Networks Are Universal Diffeomorphism Approximators
NEURIPS 2020
arXiv
119
citations
Universality of Group Convolutional Neural Networks Based on Ridgelet Analysis on Groups
NEURIPS 2022
arXiv
12
citations
Koopman-based generalization bound: New aspect for full-rank weights
ICLR 2024
arXiv
6
citations
Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
ICML 2025
arXiv
2
citations