Algorithmic Learning Theory


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Algorithmic Learning Theory


Algorithmic Learning Theory

Author: Nader H. Bshouty

language: en

Publisher: Springer

Release Date: 2012-10-01


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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.

Algorithmic Learning Theory II


Algorithmic Learning Theory II

Author: Setsuo Arikawa

language: en

Publisher: IOS Press

Release Date: 1992


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Algorithmic Learning Theory


Algorithmic Learning Theory

Author: Sanjay Jain

language: en

Publisher: Springer Science & Business Media

Release Date: 2005-09-26


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This book constitutes the refereed proceedings of the 16th International Conference on Algorithmic Learning Theory, ALT 2005, held in Singapore in October 2005. The 30 revised full papers presented together with 5 invited papers and an introduction by the editors were carefully reviewed and selected from 98 submissions. The papers are organized in topical sections on kernel-based learning, bayesian and statistical models, PAC-learning, query-learning, inductive inference, language learning, learning and logic, learning from expert advice, online learning, defensive forecasting, and teaching.