Support Vector Machines - and other kernel-based learning methods
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Support Vector Machines and other kernel-based learning methods
John Shawe-Taylor & Nello Cristianini - Cambridge University Press, 2000 - Ordering Info »

Learning Theory Links

This page provides pointers to websites dedicated to Machine Learning, Computational Learning Theory, Statistical Learning Theory, Algorithmic Learning Theory, Neural Network Learning, and general Artificial Intelligence.

 

Web-sites Conferences & Journals
http://www.mdl-research.org/ JMLR
Journal of Machine Learning Research

www.learningtheory.org

Resources on Learning Theory

COLT

Annual Conference on Computational Learning Theory

www.neurocolt.org

Website of the NeuroCOLT group (large papers archive)

NIPS

Annual Conference on Neural Information Processing Systems

www.mlnet.org

Machine Learning Net

ICML

International Conference on Machine Learning

ML search engine

Find Machine Learning articles online

EUROCOLT

European Conference on Computational Learning Theory

Collection of COLT bibliographies

Find articles on Computational Learning Theory online

ALT

Annual Conference on Algorithmic Learning Theory

Bibliographies on Artificial Intelligence Bibliography for the journal "Machine Learning"
Machine Learning Resources

COLT bibtex

Bibtex file with all COLT papers

Research Index 

NIPS bibtex

Bibtex file with all NIPS papers