Title: Algorithmic Learning Theory
Description: 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 papers and 5 invited talks presented were carefully reviewed and selected from 47 submissions. The papers are organized in topical sections on inductive inference, teaching and PAC learning, statistical learning theory and classification, relations between models and data, bandit problems, online prediction of individual sequences, and other models of online learning.
Subjects: Mathematical Logic and Formal Languages, Pattern perception, Optical pattern recognition, Computer science, Algorithm Analysis and Problem Complexity, Logic design, Logics and Meanings of Programs, Computation by Abstract Devices, Artificial Intelligence (incl. Robotics), Artificial intelligence, Computer software, Computer algorithms, Machine learning, Congresses