Yuka Hashimoto
10 papers · 2018–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(7)
Deep Learning
(5)
Mathematics & Optimization
(4)
Optimization & Theory
(4)
Architectures
(3)
Mathematics
(3)
Optimization
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Learning Types
(1)
Methods
(1)
Keywords
reproducing kernel hilbert space
(5)
kernel methods
(3)
neural network
(3)
kernel mean embedding
(2)
dynamical system
(2)
convolutional neural network
(2)
perron-frobenius operator
(2)
generalization bound
(2)
deep kernel learning
(1)
supervised learning
(1)
few-shot learning
(1)
rademacher complexity
(1)
functional data analysis
(1)
density estimation
(1)
transfer operator
(1)
functional data
(1)
spectral truncation
(1)
model generalization
(1)
weight matrix
(1)
representer theorem
(1)
Papers
Spectral Truncation Kernels: Noncommutativity in C*-algebraic Kernel Machines
JMLR 2026
Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
ICML 2025
Koopman-based generalization bound: New aspect for full-rank weights
ICLR 2024
Position: $C^*$-Algebraic Machine Learning $-$ Moving in a New Direction
ICML 2024
Deep learning with kernels through RKHM and the Perron-Frobenius operator
NeurIPS 2023
Learning in RKHM: a C*-Algebraic Twist for Kernel Machines
AISTATS 2023
C*-algebra Net: A New Approach Generalizing Neural Network Parameters to C*-algebra
ICML 2022
Reproducing kernel Hilbert C*-module and kernel mean embeddings
JMLR 2021
Krylov Subspace Method for Nonlinear Dynamical Systems with Random Noise
JMLR 2020
Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators
NeurIPS 2018