Mathematical and Computational Foundations of Learning Theory (Dagstuhl Seminar 11291)

Matthias Hein, Gabor Lugosi, Lorenzo Rosasco & Steve Smale
The main goal of the seminar ``Mathematical and Computational Foundations of Learning Theory'' was to bring together experts from computer science, mathematics and statistics to discuss the state of the art in machine learning broadly construed and identify and formulate the key challenges in learning which have to be addressed in the future. This Dagstuhl seminar was one of the first meetings to cover the full broad range of facets of modern learning theory. The...