"syoiti ninomiya,yuming ma","New deep learning machine architecture based on higher-order weak approximation algorithms for SDEs","Conference on Modern Topics in Stochastic Analysis and Applications in honour of Terry Lyonsf 70th birthday",,,,,,2024,Apr.
"syoiti ninomiya,yuming ma","New deep NN architecture using higher-order weak approximation","ICIAM 2023 Tokyo (10th International Congress on Industrial and Applied Mathematics)",,,,,,2023,Aug.
"Yuming Ma,Shintaro Sengoku,Kazuhide Nakata","The Realized Local Volatility Surface",,"Journal of Investment Strategies","SSRN","Vol. 12","No. 1",,2023,July