Teaching

Statistical Learning Theory (2025~, Graduate School of Informatics, Kyoto University)

• Foundational theory and practical applications of statistical machine learning for graduate students

Mathematical Exercise for Computer Science (2026~, Kyoto University)

• Mathematics for statistics and machine learning, for 2nd-year undergraduate students

Computer Science Laboratory and Exercise (2025~, Kyoto University)

• I: Data structure and algorithm in Java for 2nd-year undergraduate students

• II: Agent programming in Java for 2nd-year undergraduate students

Computer Science and Information Technology Exercise IV: Data Science (2019/2020, Summer Term, Hokkaido University)

• Data science exercise in Python for 3rd-year undergraduate students

• Github