Research
Information Theory
We study lossless source coding, lossy source coding, and guessing problems.
Machine Learning
We study applications of information theory to machine learning.
Information Security
We study applications of information theory to security. In particular, we study differential privacy and privacy-utility tradeoff.
BayesML
We are involved in the development of BayesML, a Python library for Bayesian statistics and Bayesian machine learning.
Shota Saito, "Information Theory"
Shota Saito, "Information Theory" by Kodansha (one of the largest publishers in Japan).