Algorithmic Learning Theory 23rd International Conference, ALT 2012, Lyon, France, October 29-31, 2012. Proceedings /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Bshouty, Nader H. (Editor), Stoltz, Gilles (Editor), Vayatis, Nicolas (Editor), Zeugmann, Thomas (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Series: Lecture Notes in Computer Science, 7568
• Subjects: Computer science.; Computers.; Algorithms.; Computer logic.; Mathematical logic.; Artificial intelligence.; Pattern recognition.; Computer Science.; Artificial Intelligence (incl. Robotics).; Mathematical Logic and Formal Languages.; Algorithm Analysis and Problem Complexity.; Computation by Abstract Devices.; Logics and Meanings of Programs.; Pattern Recognition.

This book constitutes the refereed proceedings of the 23rd International Conference on Algorithmic Learning Theory, ALT 2012, held in Lyon, France, in October 2012. The conference was co-located and held in parallel with the 15th International Conference on Discovery Science, DS 2012. The 23 full pa...

Table of Contents:

• inductive inference
• teaching and PAC learning
• statistical learning theory and classification
• relations between models and data
• bandit problems, online prediction of individual sequences.- other models of online learning.