====== Transduction ======

FIXME From a theoretical idea to practical semi-supervised algorithms.

===== Collaborators =====

  * [[http://ronan.collobert.com/|Ronan Collobert]]
  * [[http://homepage.mac.com/corinnacortes|Corinna Cortes]]
  * [[http://yann.lecun.com|Yann LeCun]]
  * [[http://www.kyb.mpg.de/~fabee|Fabian Sinz]]
  * [[wp>Vladimir Vapnik]]
  * [[http://ml.nec-labs.com/person.php?person=jason|Jason Weston]]

===== Publications =====

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Léon Bottou, Corinna Cortes and Vladimir Vapnik:  //**On the Effective VC Dimension.**//, (bottou-effvc.ps.Z), Neuroprose (ftp://archive.cis.ohio-state.edu/pub/neuroprose), 1994.

[[:papers/bottou-cortes-vapnik-94|more...]]
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Léon Bottou, Yann Le Cun and Vladimir Vapnik:  //**Predicting Learning Curves without the Ground Truth Hypothesis**//, Technical Report, May 1999.

[[:papers/bottou-lecun-vapnik-1999|more...]]
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Ronan Collobert, Jason Weston and Léon Bottou:  **Trading Convexity for Scalability**,  //Proceedings of the Twenty-third International Conference on Machine Learning (ICML 2006)//, IMLS/ICML, 2006.

[[:papers/collobert-weston-bottou-2006|more...]]
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Ronan Collobert, Fabian Sinz, Jason Weston and Léon Bottou:  **Large Scale Transductive SVMs**,  //Journal of Machine Learning Research//, 7:1687-1712, September 2006.

[[:papers/collobert-sinz-weston-bottou-2006|more...]]
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