Algorithmic Learning Theory 25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014. Proceedings /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Auer, Peter (Editor), Clark, Alexander (Editor), Zeugmann, Thomas (Editor), Zilles, Sandra (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: Lecture Notes in Computer Science, 8776
• Subjects: Computer science.; Computers.; Data mining.; Artificial intelligence.; Pattern recognition.; Computer Science.; Artificial Intelligence (incl. Robotics).; Theory of Computation.; Data Mining and Knowledge Discovery.; Pattern Recognition.

This book constitutes the proceedings of the 25th International Conference on Algorithmic Learning Theory, ALT 2014, held in Bled, Slovenia, in October 2014, and co-located with the 17th International Conference on Discovery Science, DS 2014. The 21 papers presented in this volume were carefully rev...

Table of Contents:

• Inductive Inference
• Exact Learning from Queries
• Reinforcement Learning
• Online Learning and Learning with Bandit Information
• Statistical Learning Theory
• Privacy, Clustering, MDL, and Kolmogorov Complexity.