PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Service message: Final deadline 28 February 2013. On this date the website will be frozen and no further changes to accounts or reports will be possible. All itemised accounting and end of year request reporting must be complete by this date.

Finance message: All spending should now be complete.

PASCAL Network

Full NameNicolas Usunier
TitleAssociate Professor
SiteUniversité Pierre et Marie Curie (Paris 6)
StatusResearcher
Tel
Fax
WWW

Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Information Retrieval & Textual Information Access
Publications

Number of records: 36.

A Contextual Query Expansion Approach by Term Clustering for Robust Text Summarization Massih Amini and Nicolas Usunier Conference or Workshop Item (June 2007)
High-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoost Algorithm Christophe Marsala, Marcin Detyniecki, Nicolas Usunier and Massih Amini Conference or Workshop Item (01 November 2007)
A data-dependent generalisation error bound for the AUC Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (12 August 2005)
A Selective Sampling Strategy for Label Ranking Massih Amini, Nicolas Usunier, François Laviolette, Alexandre Lacasse and Patrick Gallinari Conference or Workshop Item (17 September 2006)
A Transductive Bound for the Voted Classifier with an Application to Semi-supervised Learning Massih Amini, François Laviolette and Nicolas Usunier Conference or Workshop Item (2009)
Apprentissage et Systèmes de Question-Réponse Nicolas Usunier, Massih Amini and Patrick Gallinari Book Section (2007)
Apprentissage et Systèmes de Question-Réponse Nicolas Usunier, Massih Amini and Patrick Gallinari Book Section (November 2007)
Automatic Text Summarization based on Word-Clusters and Ranking Algorithms Massih Amini, Nicolas Usunier and Patrick Gallinari Conference or Workshop Item (21 March 2005)
Boosting Weak Ranking Functions to Enhance Passage Retrieval for Question Answering Nicolas Usunier, Massih Amini and Gallinari Patrick Conference or Workshop Item (12 April 2004)
Combinaison de fonctions de préférence par Boosting pour la recherche de passages dans les systèmes de question/réponse. Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (2005)
Combining Coregularization and Consensus-based Self-Training for Multilingual Text Categorization Massih Amini, Cyril Goutte and Nicolas Usunier Conference or Workshop Item (January 2010)
Factorisation en Matrices Non-Négatives pour le Filtrage Collaboratif Jean-François Pessiot, truong Vinh, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (19 December 2005)
Filtrage Collaboratif avec un Algorithme d'Ordonnancement Jean-François Pessiot, Vinh Truong, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (28 March 2007)
Génération de requêtes pour les systèmes de Q/R avec un modèle d'apprentissage statistique Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (08 March 2004)
Generalisation Error Bounds for Classifiers Trained with Interdependent Data Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item Item not available online. (03 December 2005)
Generalisation error bounds for classifiers trained with interdependent data Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (December 2005)
Incorporating Prior Knowledge into a Transductive Ranking Algorithm for Multi-Document Summarization Massih Amini and Nicolas Usunier Conference or Workshop Item (June 2009)
Incorporating Prior Knowledge into a Transductive Ranking Algorithm for Multi-Document Summarization Massih Amini and Nicolas Usunier Conference or Workshop Item Item not available online. (2009)
Label Ranking under Ambiguous Supervision for Learning Semantic Correspondences Antoine Bordes, Nicolas Usunier and Jason Weston Conference or Workshop Item (2010)
Learning Based Summarization of XML Documents Massih Amini, Anastasios Tombros, Nicolas Usunier and Mounia Lalmas Article (03 November 2006)
Learning from Multiple Partially Observed Views -- an Application to Multilingual Text Categorization Massih Amini, Nicolas Usunier and Cyril Goutte Conference or Workshop Item (December 2009)
Learning from Multiple Partially Observed Views -- an Application to Multilingual Text Categorization Massih Amini, Nicolas Usunier and Cyril Goutte Conference or Workshop Item Item not available online. (2009)
Learning to Rank for Collaborative Filtering Jean-François Pessiot, Vinh Truong, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (June 2007)
Learning to Rank for Collaborative Filtering Jean-François Pessiot, Vinh Truong, Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (March 2007)
Learning to Summarise XML Documents by Combining Content and Structure Features Massih Amini, Tombros Anastasios, Nicolas Usunier, Mounia Lalmas and Patrick Gallinari Conference or Workshop Item (October 2005)
Modèles d'ordonnancement pour le résumé automatique et la recherche d'information Tuong Vinh Truong, David Buffoni, Nicolas Usunier, Massih Amini and Patrick Gallinari Book Section (25 May 2011)
Multiview Semi-Supervised Learning for Ranking Multilingual Documents Nicolas Usunier, Massih Amini and Cyril Goutte Conference or Workshop Item (2011)
On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking clement Caluzenes, Nicolas Usunier and Patrick Gallinari Conference or Workshop Item Item not available online. (December 2012)
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 Conference or Workshop Item (2007)
Ranking with non-random missing ratings: influence of popularity and positivity on evaluation metrics. Bruno Pradel, Nicolas Usunier and Patrick Gallinari Conference or Workshop Item Item not available online. (2012)
Ranking with Unlabeled Data: A first Study Nicolas Usunier, Truong Vinh, Massih Amini and Patrick Gallinari Conference or Workshop Item (07 December 2005)
Résumé Automatique de Texte avec un Algorithme d'Ordonnacement Nicolas Usunier, Massih Amini and Nicolas Usunier Article (11 May 2006)
Résumé Automatiques de Textes avec un algorithme d'ordonnancement Nicolas Usunier, Massih Amini and Patrick Gallinari Conference or Workshop Item (2005)
Sequence Labelling SVMs Trained in One Pass Antoine Bordes, Nicolas Usunier and Léon Bottou Conference or Workshop Item Item not available online. (2008)
Transductive Learning over Automatically Detected Themes for Multi-Document Summarization Massih Amini and Nicolas Usunier Conference or Workshop Item (March 2011)
Une Méthode Contextuelle d'Extension de Requête avec des Groupements de Mots pour le Résumé Automatique Jean-François Pessiot, Young Min Kim, Massih Amini, Nicolas Usunier and Patrick Gallinari Conference or Workshop Item (01 February 2008)

This list was generated on Sat Aug 30 07:32:59 BST 2014.