Estimation of linear dependency -Is the least-square method optimal?

Released on J-STAGE: April 08, 2017 | Volume 6 Issue 2 Pages 96-109

Shun-ichi Amari, Motoaki Kawanabe

Overfitting and Regularization

Released on J-STAGE: September 30, 2018 | Volume 28 Issue 2 Pages 28-33

Taiji Suzuki

Overview of Machine Learning

Released on J-STAGE: June 30, 2018 | Volume 28 Issue 1 Pages 32-37

Taiji Suzuki

[title in Japanese]

Released on J-STAGE: April 08, 2017 | Volume 3 Issue 4 Pages 292-306

Introduction to Stochastic Differential Equations(Lectures in JSIAM Summer Seminar 2006 on "Stochastic Differential Equations")

Released on J-STAGE: April 08, 2017 | Volume 17 Issue 1 Pages 21-28

Koichiro Takaoka