PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Nicolas Usunier

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Number of EPrints submitted by this user: 5

PAC-Bayes Bounds for the Risk of the Majority Vote and the Variance of the Gibbs Classifier
Alexandre Lacasse, François Laviolette, Mario Marchand, Pascal Germain and Nicolas Usunier
In: NIPS'06, 4-7 Dec 2006, Vancouver, Canada.

Sequence Labelling SVMs Trained in One Pass
Antoine Bordes, Nicolas Usunier and Léon Bottou
In: ECML PKDD 2008, 15-19 Sept 2008, Antwerp, Belgium.

A Transductive Bound for the Voted Classifier with an Application to Semi-supervised Learning
Massih Amini, François Laviolette and Nicolas Usunier
In: NIPS 2008, 8-10 Dec 2009, Vancouver, Canada.

Incorporating Prior Knowledge into a Transductive Ranking Algorithm for Multi-Document Summarization
Massih Amini and Nicolas Usunier
In: SIGIR 2009, 19-23 Jul 2009, Boston, MA, USA.

Learning from Multiple Partially Observed Views -- an Application to Multilingual Text Categorization
Massih Amini, Nicolas Usunier and Cyril Goutte
In: NIPS 2009, 07-09 Dec 2009, Vancouver, Canada.