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ORCIDYuka Hashimoto
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2020 – today
- 2024
[c6]Yuka Hashimoto, Sho Sonoda, Isao Ishikawa, Atsushi Nitanda, Taiji Suzuki:
Koopman-based generalization bound: New aspect for full-rank weights. ICLR 2024- [c5]Yuka Hashimoto, Masahiro Ikeda, Hachem Kadri:
Position: C∗-Algebraic Machine Learning - Moving in a New Direction. ICML 2024 - [i17]Yuka Hashimoto, Masahiro Ikeda, Hachem Kadri:
C*-Algebraic Machine Learning: Moving in a New Direction. CoRR abs/2402.02637 (2024) - [i16]Isao Ishikawa, Yuka Hashimoto, Masahiro Ikeda, Yoshinobu Kawahara:
Koopman operators with intrinsic observables in rigged reproducing kernel Hilbert spaces. CoRR abs/2403.02524 (2024) - [i15]Yuka Hashimoto, Ryuichiro Hataya:
Quantum Circuit C*-algebra Net. CoRR abs/2404.06218 (2024) - [i14]Sho Sonoda, Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda:
Constructive Universal Approximation Theorems for Deep Joint-Equivariant Networks by Schur's Lemma. CoRR abs/2405.13682 (2024) - [i13]Yuka Hashimoto, Ayoub Hafid, Masahiro Ikeda, Hachem Kadri:
Spectral Truncation Kernels: Noncommutativity in C*-algebraic Kernel Machines. CoRR abs/2405.17823 (2024) - [i12]Yuka Hashimoto, Tomoharu Iwata:
Deep Koopman-layered Model with Universal Property Based on Toeplitz Matrices. CoRR abs/2410.02199 (2024) - 2023
- [c4]Yuka Hashimoto, Masahiro Ikeda, Hachem Kadri:
Learning in RKHM: a C*-Algebraic Twist for Kernel Machines. AISTATS 2023: 692-708 - [c3]Yuka Hashimoto, Masahiro Ikeda, Hachem Kadri:
Deep learning with kernels through RKHM and the Perron-Frobenius operator. NeurIPS 2023 - [i11]Ryuichiro Hataya, Yuka Hashimoto:
Noncommutative C*-algebra Net: Learning Neural Networks with Powerful Product Structure in C*-algebra. CoRR abs/2302.01191 (2023) - [i10]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 abs/2302.05825 (2023) - [i9]Yuka Hashimoto, Masahiro Ikeda, Hachem Kadri:
Deep Learning with Kernels through RKHM and the Perron-Frobenius Operator. CoRR abs/2305.13588 (2023) - [i8]Sho Sonoda, Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda:
Deep Ridgelet Transform: Voice with Koopman Operator Proves Universality of Formal Deep Networks. CoRR abs/2310.03529 (2023) - 2022
- [j3]Yuka Hashimoto, Takashi Nodera:
A preconditioning technique for Krylov subspace methods in RKHSs. J. Comput. Appl. Math. 415: 114490 (2022) - [c2]Yuka Hashimoto, Zhao Wang, Tomoko Matsui:
C*-algebra Net: A New Approach Generalizing Neural Network Parameters to C*-algebra. ICML 2022: 8523-8534 - [i7]Yuka Hashimoto, Zhao Wang, Tomoko Matsui:
C*-algebra Net: A New Approach Generalizing Neural Network Parameters to C*-algebra. CoRR abs/2206.09513 (2022) - [i6]Yuka Hashimoto, Masahiro Ikeda, Hachem Kadri:
Learning in RKHM: a C*-Algebraic Twist for Kernel Machines. CoRR abs/2210.11855 (2022) - 2021
- [j2]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: 267:1-267:56 (2021) - [i5]Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda, Fuyuta Komura, Takeshi Katsura, Yoshinobu Kawahara:
Reproducing kernel Hilbert C*-module and kernel mean embeddings. CoRR abs/2101.11410 (2021) - 2020
- [j1]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: 172:1-172:29 (2020) - [i4]Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda, Fuyuta Komura, Takeshi Katsura, Yoshinobu Kawahara:
Analysis via Orthonormal Systems in Reproducing Kernel Hilbert C*-Modules and Applications. CoRR abs/2003.00738 (2020) - [i3]Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda, Fuyuta Komura, Yoshinobu Kawahara:
Kernel Mean Embeddings of Von Neumann-Algebra-Valued Measures. CoRR abs/2007.14698 (2020)
2010 – 2019
- 2019
- [i2]Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda, Yoichi Matsuo, Yoshinobu Kawahara:
Krylov Subspace Method for Nonlinear Dynamical Systems with Random Noise. CoRR abs/1909.03634 (2019) - 2018
- [c1]Isao Ishikawa, Keisuke Fujii, Masahiro Ikeda, Yuka Hashimoto, Yoshinobu Kawahara:
Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators. NeurIPS 2018: 2861-2871 - [i1]Isao Ishikawa, Keisuke Fujii, Masahiro Ikeda, Yuka Hashimoto, Yoshinobu Kawahara:
Metric on Nonlinear Dynamical Systems with Koopman Operators. CoRR abs/1805.12324 (2018)
Coauthor Index
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