Shin-ichi Ohta (Ph.D.)
Title
Team Leader
Introduction
[CLOSED]
My research field is geometry, especially the influence of the curvature to various properties of the space. This area has strong connections with analysis and probability theory. Active interdisciplinary researches include the relation between curvature and the behavior of heat propagation, the geometric structures of spaces consisting of probability distributions, etc. Among them, optimal transport theory, gradient flows of convex functions, and information geometry have tight connections with machine learning as well as information theory. Upon mathematical strengths on these areas, we would theoretically contribute to the field of machine learning.
Main Research Field
Mathematics
Research Subjects
Riemannian and Finsler geometries
Optimal transport theory
Gradient flows of convex functions
Optimal transport theory
Gradient flows of convex functions
Introduction Video
Poster(s)
- FY2019 Research Results (Japanese version)
- FY2018 Research Results (Japanese version)
Related posts
posted on July 9, 2021 08:17Seminar
posted on December 24, 2020 13:25Award
posted on March 19, 2018 14:54Information
