Publisher's Synopsis
Contains the proceedings of the 19th Annual Conference on Learning Theory, COLT 2006. The papers cover a range of topics including clustering, un- and semisupervised learning, statistical learning theory, regularized learning and kernel methods, query learning and teaching, inductive inference, online aggregation, and more.