Nicolo' Cesa-Bianchi, University of Milano - On-line learning algorithms: theory and practice
Nello Cristianini, University of Bristol, UK - Who needs Patterns?
Tijl De Bie, University of Bristol, UK - Patterns for Breakfast
Mehryar Mohri, Courant Institute, NYU - Weighted Transducers and Rational Kernels - Theory and Algorithms.
John Shawe-Taylor, University College London - PAC Bayes Analysis of Learning Systems
Tamas Gaal, Xerox Research Centre Europe - Similarity and differences by finite automata
Ben Taskar, University of Pennsylvania - Probabilistic Graphical Models and Structured Prediction
Jaak Vilo, University of Tartu, Estonia - Patterns in Biosequences
Colin Campbell, University of Bristol
Shai Ben David, University of Waterloo
All videos here: http://videolectures.net/aop07_bertinoro/