Two tutorials were given on Sunday August 29 prior to the DAGM conference:

Gaussian Processes in Machine Learning

by Carl Edward Rasmussen

The slides are avaiable in postscript. Code is available upon request or throught the authors web page.

Learning-based representation of human body movements:
Studies in brains and machines

by Martin A. Giese

You can find information related to the tutorial, including papers and demos on the web pages of the Laboratory for Action Representation and Learning.