Shokichi Takakura

1. Approximation and Estimation Ability of Transformers for Sequence-to-Sequence Functions with Infinite Dimensional Input
   2023/05/30 by Shokichi Takakura, Takakura, Shokichi, Taiji Suzuki +1 · 5 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
2. Structured Output Feedback Control for Linear Quadratic Regulator Using Policy Gradient Method
   2022/03/01 by Shokichi Takakura, Takakura, Shokichi, Kazuhiro Sato +1 · 2 citations
   Computer Science · Engineering · #Adaptive Dynamic Programming Control #Advanced Control Systems Optimization #FOS: Mathematics #Optimization and Control (math.OC) #Stability and Control of Uncertain Systems
3. Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective
   2024/03/22 by Shokichi Takakura, Takakura, Shokichi, Taiji Suzuki +1 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications