EAN: 9783642044137

ALGORITHMIC LEARNING THEORY KARTONIERT (TB)

This book constitutes the refereed proceedings of the 20th International Conference on
Algorithmic Learning Theory  ALT 2009  held in Porto  Portugal  in October 2009  co-located
with the 12th International Conference on Discovery Science  DS 2009. The 26 revised full
papers presented together with the abstracts of 5 invited talks were carefully reviewed and
selected from 60 submissions. The papers are divided into topical sections of papers on online
learning  learning graphs  active learning and query learning  statistical learning  inductive
inference  and semisupervised and unsupervised learning. The volume also contains abstracts of
the invited talks: Sanjoy Dasgupta  The Two Faces of Active Learning  Hector Geffner  Inference
and Learning in Planning  Jiawei Han  Mining Heterogeneous  Information Networks By Exploring
the Power of Links  Yishay Mansour  Learning and Domain Adaptation  Fernando C.N. Pereira 
Learning on the Web.

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