Takashi Furuya
Scholar

Takashi Furuya

Google Scholar ID: e3YJUQoAAAAJ
Doshisha University
Deep LearningMachine LearningInverse ProblemsPartial Differential Equations
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Citations & Impact
All-time
Citations
202
 
H-index
7
 
i10-index
7
 
Publications
20
 
Co-authors
20
list available
Contact
No contact links provided.
Publications
7 items
Approximation Theory for Lipschitz Continuous Transformers
2026
Cited
0
One model to solve them all: 2BSDE families via neural operators
2025
Cited
0
Transformers through the lens of support-preserving maps between measures
2025
Cited
0
Approximation theory for 1-Lipschitz ResNets
2025
Cited
0
Kolmogorov-Arnold Networks: Approximation and Learning Guarantees for Functions and their Derivatives
2025
Cited
0
Is In-Context Universality Enough? MLPs are Also Universal In-Context
2025
Cited
0
Simultaneously Solving FBSDEs with Neural Operators of Logarithmic Depth, Constant Width, and Sub-Linear Rank
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
20 total
Maarten de Hoop
Maarten de Hoop
Rice University
Anastasis Kratsios
Anastasis Kratsios
McMaster University and Vector Institute
Jose Antonio Lara Benitez
Jose Antonio Lara Benitez
Applied Mathematics, Rice University
Xavier Tricoche
Xavier Tricoche
Associate Professor of Computer Science, Purdue University
Co-author 5
Co-author 5
Matti Lassas
Matti Lassas
Professor of applied mathematics, University of Helsinki, Finland
Co-author 7
Co-author 7
Co-author 8
Co-author 8