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Sho Sonoda
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4
Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
1 December 2024 by
Sho Sonoda
and
others
Machine Learning
,
Representation Theory
A Policy Gradient Primal-Dual Algorithm for Constrained MDPs with Uniform PAC Guarantees
1 July 2024 by
Toshinori Kitamura
and
others
Machine Learning
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
Koopman-based generalization bound: New aspect for full-rank weights
1
16 March 2024 by
Yuka Hashimoto
and
others
Machine Learning
,
Functional Analysis
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