Approximation and Estimation Ability of Transformers for Sequence-to-Sequence Functions with Infinite Dimensional Input. - Shokichi Takakura; Taiji Suzuki (ICML, 2023)

Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective. - Shokichi Takakura; Taiji Suzuki (ICML, 2024)

Structured Output Feedback Control for Linear Quadratic Regulator Using Policy Gradient Method. - Shokichi Takakura; Kazuhiro Sato (IEEE Trans. Autom. Control., 2024)

Accelerating Differentially Private Federated Learning via Adaptive Extrapolation. - Shokichi Takakura; Seng Pei Liew; Satoshi Hasegawa (CoRR, 2025)

FedDuA: Doubly Adaptive Federated Learning. - Shokichi Takakura; Seng Pei Liew; Satoshi Hasegawa (CoRR, 2025)