Slides

Speaker Topic Slide Links Video Lecture
Peter Bartlett Online Learning all slides Video Lecture
Edwin Bonilla Gaussian Processes all slides Video Lecture
Wray Buntine Document Analysis part 1, part 2, part 3
Peter Christen Data Mining part 1, part 2, part 3
Marcus Frean Restricted Boltzmann Machines and Deep Belief Nets all slides Video Lecture
Steve Hanneke Active Learning all slides
David Hawking Information Retrieval part 1, part 2, part 3, part 4, part 5 Video Lecture
Marcus Hutter Universal Artificial Intelligence all slides
Kristian Kersting Statistical Relational Learning all slides
Simon Lucey Computer Vision email Simon
Sanjay Jain and Frank Stephan Induction all slides
Mark Johnson Probabilistic Models for Computational Linguistics part 1, part 2, part 3 Video Lecture
Scott Sanner Graphical Models all slides
Peter Sunehag Optimization for Machine Learning all slides
Will Uther Reinforcement Learning all slides
Manfred Warmuth Recent Advances in Boosting part 1, part 2
Christfried Webers Introduction to Machine Learning all slides