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Isao Ishikawa
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7
Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
31 January 2025 by
Sho Sonoda
and
others
Machine Learning
,
Representation Theory
A Data-Driven Framework for Koopman Semigroup Estimation in Stochastic Dynamical Systems
23 January 2025 by
Yuanchao Xu
and
others
Dynamical Systems
Finite-dimensional approximations of push-forwards on locally analytic functionals
1 September 2024 by
Isao Ishikawa
at
Ehime University
Numerical Analysis
,
Machine Learning
Dynamic Structure Estimation from Bandit Feedback using Nonvanishing Exponential Sums
5 August 2024 by
Motoya Ohnishi
and
others
Discrete Mathematics
,
Machine Learning
Koopman Spectrum Nonlinear Regulators and Efficient Online Learning
2 July 2024 by
Motoya Ohnishi
and
others
Machine Learning
,
Robotics
A unified Fourier slice method to derive ridgelet transform for a variety of depth-2 neural networks
18 April 2024 by
Sho Sonoda
and
others
Machine Learning
,
Functional Analysis
Boundedness of composition operator in Orlicz-Morrey spaces
15 April 2024 by
Masahiro Ikeda
and
others
Functional Analysis
Koopman-based generalization bound: New aspect for full-rank weights
1
16 March 2024 by
Yuka Hashimoto
and
others
Machine Learning
,
Functional Analysis
Koopman operators with intrinsic observables in rigged reproducing kernel Hilbert spaces
14 March 2024 by
Isao Ishikawa
and
others
Dynamical Systems
,
Machine Learning
Koopman and Perron-Frobenius Operators on reproducing kernel Banach spaces
26 January 2024 by
Masahiro Ikeda
and
others
Dynamical Systems
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