Courses

• Introduction to Kernel Methods (Intensive Course at Osaka University, 2014) Info. (in Japanese)

ISM Open Lecture "Data Analysis with Positive Definite Kernels -- Basics and Advances in Kernel Methods", Jan. 13-14, 2010. Info.(in Japanese)

• Computational methodology in statistical inference II, 2010 (GUAS, SOKENDAI) Info.
• Kernel Method (Intensive Course at TITECH, 2010) Info.
• Computational methodology in statistical inference II, 2008 (GUAS, SOKENDAI) Info.
• Statistical Data Analysis with Positive Definite Kernels, 2008 (Kyushu University) Info.
• Statistical Learning Theory II, 2008 (GUAS, SOKENDAI) Info.
• Computational methodology in statistical inference II, 2007 (GUAS, SOKENDAI)
• Machine Learning Summer School 2007 (Tuebingen)
  Kernel Methods for Dependence and Causality slides
• ISM Open Lecture "Advances in Kernel Methods", July 6-7, 2006 Info.(in Japanese)

• ISM Open Lecture "Advances in Machine Learning", Nov. 24-26, 2004 Info.(in Japanese)

• Statistical Learning Theory. 2003 Fall semister, at Tokyo Institute of Technology. Info.(in Japanese)