ENGLISH

Algorithmic Learning Theory: 20th International Conference, ALT 2009, Porto, Portugal, October 3-5, 2009. Proceedings

By Gabor Lugosi , Ricard Gavaldá , Thomas Zeugmann , Sanjoy Dasgupta (auth.) , Sandra Zilles (eds.)

Book information

Publisher
Springer Berlin Heidelberg
Year
2009
ISBN
9783642044137, 3642044131
DOI
10.1007/978-3-642-04414-4
Language
english
Format
PDF
Filesize
5 MB (5074104 bytes)
Series
Lecture Notes in Computer Science 5809 : Lecture Notes in Artificial Intelligence
Pages
410\410
Time added
2013-04-24 17:00:00

Description

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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