About
Machine Learning is a foundational discipline of the Information Sciences. It combines deep theory from areas as diverse as Statistics, Mathematics, Engineering, and Information Technology with many practical and relevant real life applications. The aim of the summer school is to cover the entire spectrum from theory to practice. It is mainly targeted at research students, IT professionals, and academics from all over the world.
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Videos
Lectures
Algorithms for Association Rules
Feb 25, 2007 4422 views
Reinforcement Learning
Feb 25, 2007 6792 views
Boosting
Feb 25, 2007 6555 views
Bayesian Kernel Methods
Feb 25, 2007 8963 views
Support Vector Machines and Kernels
Feb 25, 2007 11682 views
Statistical Learning Theory and Empirical Processes
Feb 25, 2007 7485 views
A Unified Approach to Deduction and Induction
Feb 25, 2007 8364 views
Learning from Structured Data
Feb 25, 2007 3487 views
Online Learning and Bregmann Divergences
Feb 25, 2007 5610 views
Online Loss Bounds
Feb 25, 2007 3084 views
