Nakakita, Shogo

2 publications

TMLR 2025 Effect of Random Learning Rate: Theoretical Analysis of SGD Dynamics in Non-Convex Optimization via Stationary Distribution Naoki Yoshida, Shogo Nakakita, Masaaki Imaizumi

ICMLW 2024 Effect of Random Learning Rate: Theoretical Analysis of SGD Dynamics in Non-Convex Optimization via Stationary Distribution Naoki Yoshida, Shogo Nakakita, Masaaki Imaizumi