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Learning Theory: 18th Annual Conference on Learning Theory, COLT 2005, Bertinoro, Italy, June 27-30, 2005, Proceedings (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence)
Rok: 2005
ISBN: 9783540265566
OKCZID: 110074851
Citace (dle ČSN ISO 690):
AUER, Peter, ed. a MEIR, Ron, ed. Learning theory: 18th annual conference on learning theory, COLT 2005, Bertinoro, Italy, June 27-30, 2005 : proceedings. Berlin: Springer, c2005. xi, 692 s. Lecture notes in computer science. Lecture notes in artificial intelligence, 3559.
Anotace
This book constitutes the refereed proceedings of the 18th Annual Conference on Learning Theory, COLT 2005, held in Bertinoro, Italy in June 2005. The 45 revised full papers together with three articles on open problems presented were carefully reviewed and selected from a total of 120 submissions. The papers are organized in topical sections on: learning to rank, boosting, unlabeled data, multiclass classification, online learning, support vector machines, kernels and embeddings, inductive inference, unsupervised learning, generalization bounds, query learning, attribute efficiency, compression schemes, economics and game theory, separation results for learning models, and survey and prospects on open problems.