Articles by Yuka Hashimoto | Synthical

Synthical

Your space

Profile

Activity

Favorites

Folders

Feeds

Contacts

About

Claim page

Yuka Hashimoto

Follow

Activity

Upvotes

Folders

Articles

6

Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines

1 December 2024 by Sho Sonoda and others

Machine Learning, Representation Theory

Deep Koopman-layered Model with Universal Property Based on Toeplitz Matrices

3 October 2024 by Yuka Hashimoto and Tomoharu Iwata

Machine Learning, Dynamical Systems

Spectral Truncation Kernels: Noncommutativity in C^*-algebraic Kernel Machines

3 October 2024 by Yuka Hashimoto and others

Machine Learning, Operator Algebras

Noncommutative C^*-algebra Net: Learning Neural Networks with Powerful Product Structure in C^*-algebra

6 July 2024 by Ryuichiro Hataya and Yuka Hashimoto

Operator Algebras, Machine Learning

Learning in RKHM: a C^*-Algebraic Twist for Kernel Machines

26 June 2024 by Yuka Hashimoto and others

Machine Learning, Operator Algebras

C^*-Algebraic Machine Learning: Moving in a New Direction

7 June 2024 by Yuka Hashimoto and others

Machine Learning, Operator Algebras

Quantum Circuit C^*-algebra Net

9 April 2024 by Yuka Hashimoto and Ryuichiro Hataya

Machine Learning, Operator Algebras

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

This is an AI-generated summary

Key points

Topics

We have not analyzed this profile yet, please check back later