This volume contains the papers presented at the 12th Annual Conference on Algorithmic Learning Theory (ALT 2001), which was held in Washington DC, USA, during November 25-28, 2001. The main objective of the conference is to provide an inter-disciplinary forum for the discussion of theoretical foundations of machine learning, as well as their relevance to practical applications. The conference was co-located with the Fourth International Conference on Discovery Science (DS 2001). The volume includes 21 contributed papers. These papers were selected by the program committee from 42 submissions...

This book constitutes the refereed proceedings of the 6th International Workshop on Algorithmic Learning Theory, ALT '95, held in Fukuoka, Japan, in October 1995.
The book contains 21 revised full papers selected from 46 submissions together with three invited contributions. It covers all current areas related to algorithmic learning theory, in particular the theory of machine learning, design and analysis of learning algorithms, computational logic aspects, inductive inference, learning via queries, artificial and biologicial neural network learning, pattern recognition, learning by...

This volume contains the papers presented at the 20th International Conference onAlgorithmicLearningTheory(ALT2009), whichwasheldinPorto, Portugal, October 3-5, 2009. The conference was co-located with the 12th International ConferenceonDiscoveryScience (DS 2009). The technicalprogramof ALT 2009 contained 26 papers selected from 60 submissions, and 5 invited talks. The - vited talks were presented during the joint sessions of both conferences. ALT 2009 was the 20th in the ALT conference series, established in Japan in 1990. The series Analogical and Inductive Inference is a predecessor of...