Kobayashi, Kei
Faculty of Science and Technology Dept. Mathematics Professor
Graduate School of Science and Technology School of Mathematical and Physical Sciences Curriculum of Mathematics and Mathematical Sciences Professor
Research Overview
My main research topic is about theoretical statistics and it includes model selection and prediction theory. I am also interested in statistical analysis using mathematical structure of the models and the methods such as information geometry and algebraic statistics. One of the targets of my research is to develop statistically and mathematically feasible models for machine learning and to enhance accuracy of their methods.
Specialty
Theoretical statistics, Geometrical data analysis, Statistical machine learning, Bayesian prediction
Thesis Guide Qualification
Thesis Guide Qualification in the Graduate School of Science and Technology
Master/Doctor