Algorithmic learning theory ; 18th International conference, ALT 2007, Sendai, Japan, October 1-4, 2007, Proceedings

Algorithmic learning theory ; 18th International conference, ALT 2007, Sendai, Japan, October 1-4, 2007, Proceedings

Author
Marcus Hutter, Rocco A. Servedio, Eiji Takimoto
Publication Year
2007
Publisher
Springer
Language
English
Document Type
Book
Faculty / Subject Heading
Computer Science

This volume contains the papers presented at the 18th International Conf- ence on Algorithmic Learning Theory.The main objective of the conference was to provide an interdisciplinary forum for high-quality talks with a strong theore- cal background and scientiبهc interchange in areas such as query models, on-line learning, inductive inference, algorithmic forecasting, boosting, support vector machines, kernel methods, complexity and learning, reinforcement learning, - supervised learning and grammatical inference.


Keywords: Computer science / Boosting / Support Vector Machine / Algorithmic learning theory / Algorithms / Complexity / Kernel method / Learning / Learning theory / Machine learning / Reinforcement learning / Supervised learning / Unsupervised learning