仲北 祥悟

Effect of Random Learning Rate: Theoretical Analysis of SGD Dynamics in Non-Convex Optimization via Stationary Distribution 

Transactions on Machine Learning Research 2025年9月  

Corrigendum to “Dimension-free bounds for sums of dependent matrices and operators with heavy-tailed distributions” 

Electronic Journal of Statistics 19(2) 3273-3291 2025年7月30日  

Parametric estimation of stochastic differential equations via online gradient descent 

Japanese Journal of Statistics and Data Science 8(1) 31-67 2025年6月  査読有り

Statistical Inference for Noisily Observed Ergodic Diffusion Processes 

2021年3月  

Quasi-likelihood analysis and Bayes-type estimators of an ergodic diffusion plus noise 

Annals of the Institute of Statistical Mathematics 2021年2月  

Hybrid estimation for ergodic diffusion processes based on noisy discrete observations 

Statistical Inference for Stochastic Processes 2020年4月27日