Yuka Hashimoto

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Nonlinear Dynamical Systems

Top Venues

J. Mach. Learn. Res.

Publications

Yuka Hashimoto, Sho Sonoda, Isao Ishikawa, Atsushi Nitanda, Taiji Suzuki
Koopman-based generalization bound: New aspect for full-rank weights. ICLR (2024)
Yuka Hashimoto, Ayoub Hafid, Masahiro Ikeda, Hachem Kadri
-algebraic Kernel Machines. CoRR (2024)
Yuka Hashimoto, Ryuichiro Hataya
-algebra Net. CoRR (2024)
Sho Sonoda, Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda
Constructive Universal Approximation Theorems for Deep Joint-Equivariant Networks by Schur's Lemma. CoRR (2024)
Isao Ishikawa, Yuka Hashimoto, Masahiro Ikeda, Yoshinobu Kawahara
Koopman operators with intrinsic observables in rigged reproducing kernel Hilbert spaces. CoRR (2024)
Yuka Hashimoto, Masahiro Ikeda, Hachem Kadri
-Algebraic Machine Learning: Moving in a New Direction. CoRR (2024)
Yuka Hashimoto, Masahiro Ikeda, Hachem Kadri
Learning in RKHM: a C*-Algebraic Twist for Kernel Machines. AISTATS (2023)
Yuka Hashimoto, Masahiro Ikeda, Hachem Kadri
Deep Learning with Kernels through RKHM and the Perron-Frobenius Operator. CoRR (2023)
Ryuichiro Hataya, Yuka Hashimoto
-algebra. CoRR (2023)
Sho Sonoda, Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda
Deep Ridgelet Transform: Voice with Koopman Operator Proves Universality of Formal Deep Networks. CoRR (2023)
Yuka Hashimoto, Sho Sonoda, Isao Ishikawa, Atsushi Nitanda, Taiji Suzuki
Koopman-Based Bound for Generalization: New Aspect of Neural Networks Regarding Nonlinear Noise Filtering. CoRR (2023)
Yuka Hashimoto, Masahiro Ikeda, Hachem Kadri
Deep learning with kernels through RKHM and the Perron-Frobenius operator. NeurIPS (2023)
Yuka Hashimoto, Zhao Wang, Tomoko Matsui
-algebra. CoRR (2022)
Yuka Hashimoto, Zhao Wang, Tomoko Matsui
C*-algebra Net: A New Approach Generalizing Neural Network Parameters to C*-algebra. ICML (2022)
Yuka Hashimoto, Takashi Nodera
A preconditioning technique for Krylov subspace methods in RKHSs. J. Comput. Appl. Math. 415 (2022)
Yuka Hashimoto, Masahiro Ikeda, Hachem Kadri
-Algebraic Twist for Kernel Machines. CoRR (2022)
Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda, Fuyuta Komura, Takeshi Katsura, Yoshinobu Kawahara
Reproducing kernel Hilbert C*-module and kernel mean embeddings. CoRR (2021)
Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda, Fuyuta Komura, Takeshi Katsura, Yoshinobu Kawahara
Reproducing kernel Hilbert C*-module and kernel mean embeddings. J. Mach. Learn. Res. 22 (2021)
Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda, Yoichi Matsuo, Yoshinobu Kawahara
Krylov Subspace Method for Nonlinear Dynamical Systems with Random Noise. J. Mach. Learn. Res. 21 (2020)
Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda, Fuyuta Komura, Takeshi Katsura, Yoshinobu Kawahara
-Modules and Applications. CoRR (2020)
Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda, Fuyuta Komura, Yoshinobu Kawahara
Kernel Mean Embeddings of Von Neumann-Algebra-Valued Measures. CoRR (2020)
Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda, Yoichi Matsuo, Yoshinobu Kawahara
Krylov Subspace Method for Nonlinear Dynamical Systems with Random Noise. CoRR (2019)
Isao Ishikawa, Keisuke Fujii, Masahiro Ikeda, Yuka Hashimoto, Yoshinobu Kawahara
Metric on Nonlinear Dynamical Systems with Koopman Operators. CoRR (2018)
Isao Ishikawa, Keisuke Fujii, Masahiro Ikeda, Yuka Hashimoto, Yoshinobu Kawahara
Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators. NeurIPS (2018)