Takashi Furuya
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
❓
The Questioner
Conferences
ICLR (2)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
neural operator
(2)
generalization error
(1)
recurrent neural network
(1)
operator learning
(1)
parameter reduction
(1)
universal approximator
(1)
category theory
(1)
injective mapping
(1)
spectral pruning
(1)
fredholm theory
(1)
surjective mapping
(1)
discretization invariance
(1)
network pruning
(1)
finite-dimensional approximation
(1)
Papers
Transformers are Universal In-context Learners
ICLR 2025
Quantitative Approximation for Neural Operators in Nonlinear Parabolic Equations
ICLR 2025
Can neural operators always be continuously discretized?
NIPS 2024
Globally injective and bijective neural operators
NIPS 2023
Spectral Pruning for Recurrent Neural Networks
AISTATS 2022