- Kernel Method for Bayesian Inference.
slides

Invited talk at 2nd Asian Conference on Machine Learning (ACML2010) (Tokyo, Nov, 8-10, 2010). - Dependence analysis with reproducing kernel Hilbert spaces.
slides

Invited talk at 7th World Congress on Probability and Statistics (Singapore, July 14-19, 2008). - Tutorial in ICML2008 (Helsinki, 2008 July).
Painless embeddings of distributions: the function space view.

with A. Gretton and A. Smola. Tutorial home page

- Exponential families with reproducing kernels and their application to statistical estimation.
slides (Only the title page is in Japanese)

Seminar on Probability and Statistics, Tokyo University (Tokyo, June 12, 2008). - Independence, conditional independence, and characteristic kernels.
slides

GIF/PASCAL Workshop on Causal and Probabilistic Learning (Tuebingen, May 15-16, 2008) - Reproducing Kernel Exponential Manifold: Estimation and Geometry.
slides

Invited talk at Mathematical explorations in contemporary Statistics (Sestri Levante, Italy, 2008 May 19-20) - Learning Causal Structure with Kernel-based Dependence Measures.
slides

International Workshop on the Interface between Statistical Causal Inference and Bayesian Networks. (Yokohama, Japan, Nov.3-4, 2007) - Lecture at
Machine Learning Summer School 2007 (Tuebingen).

Kernel Methods for Dependence and Causality. slides video lecture - Reproducing Kernel Hilbert Spaces and Statistical Learning. (in Japanese)
Talk AIG - Data Mining and Statistical Mathematics. July 11, 2006.

slides in Japanese - Introduction to kernel methods for nonlinear data analysis. (in Japanese)
Talk at ROIS Cross-Talk.

slides in Japanese - Fukumizu, K. "Nonlinear data analysis using reproducing kernel Hilbert spaces". (in Japanese)
Talk at Dept. of Mathematics, Nagoya University.

slides in Japanese - Fukumizu, K. "Dimension Reduction for Regression with Reproducing
Kernels". Berkeley Statistical Colloquium. Mar. 18, 2003. (Joint work with
M.Jordan and F.Bach)

pdf, html - Fukumizu, K. "Singularities in the Geometry of Statistical Inference".
American Mathematical Society, Sectional Meeting. Oct. 12-13, 2002. University
of Wisconsin.

Slides - Fukumizu, K. "Singularities of Statstical Models: from estimation
viewpoint". Information Geometry and its Applications. July 1-5, 2002.
Pescara, Italy.

Slides

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