Advanced Lectures on Machine Learning: Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002, Revised Lectures
A Few Notes on Statistical Learning Theory.- A Short Introduction to Learning with Kernels.- Bayesian Kernel Methods.- An Introduction to Boosting and Leveraging.- An Introduction to Reinforcement Learning Theory: Value Function Methods.- Learning Comprehensible Theories from Structured Data.- Algorithms for Association Rules.- Online Learning of Linear Classifiers.