Takashi Furuya

5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ICLR (2) NIPS (2) AISTATS (1)

Top co-authors

Maarten V. de Hoop (3) Matti Lassas (2) Michael Puthawala (2) Koichi Taniguchi (2) Kazuma Suetake (1) Ryuji Saiin (1) Gabriel Peyré (1) Satoshi Okuda (1) Hiroyuki Kusumoto (1) Tomohiro Daimon (1)

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