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-Theoretic 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).