Description
Algorithmic Learning Theory, 2014
25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014, Proceedings
Lecture Notes in Artificial Intelligence Series
Coordinators: Auer Peter, Clark Alexander, Zeugmann Thomas, Zilles Sandra
Language: EnglishSubjects for Algorithmic Learning Theory:
Keywords
Kolmogorov complexity; algorithmic learning theory; artificial intelligence; bandit theory; computational complexity; inductive inference; machine learning theory; online learning; query learning; reinforcemant learning; semi-supervised learning; statistical learning theory; theory and algorithms for application domanins; theory of computation
351 p. · 15.5x23.5 cm · Paperback
Description
/li>Contents
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Inductive Inference.- Exact Learning from Queries.- Reinforcement Learning.- Online Learning and Learning with Bandit Information.- Statistical Learning Theory.- Privacy, Clustering, MDL, and Kolmogorov Complexity.