This is Satoshi Hayakawa's research homepage (Japanese).
I joined Sony in March 2023. I was a DPhil student at Mathematical Institute, University of Oxford from October 2020 to January 2024 (thesis). My research interest in PhD is applied probability, including mathematical statistics, numerical analysis and machine learning; random convex hulls and kernel quadrature in particular. I currently work on probabilistic generative models, in particular the diffusion models.
e-mail: available at the latest paper
Google Scholar: link
Supervisor: Professor
Terry Lyons & Associate Professor Harald Oberhauser
Supervisor: Associate Professor
Ken'ichiro Tanaka
Supervisor: Associate Professor
Taiji Suzuki