This book constitutes the refereed proceedings of the 19th
Annual Conference on Learning Theory, COLT 2006, held in
Pittsburgh, Pennsylvania, USA, June 2006.
The book presents 43 revised full papers together with 2
articles on open problems and 3 invited lectures. The papers cover
a wide range of topics including clustering, un- and
semi-supervised learning, statistical learning theory, regularized
learning and kernel methods, query learning and teaching, inductive
inference, and more.
General
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