Created 5 days 23 hours ago.
Our papers have been accepted at the French Conference on Machine Learning (CAp 2013) :
- Vote de majorité a priori contraint pour la classification binaire : spécification au cas des plus proches voisins (with A. Bellet, A Habrard and M. Sebban) ;
- Une analyse pac-bayésienne de l’adaptation de domaine et sa spécialisation aux classifieurs linéaires (with P. Germain, A. Habrard and F. Laviolette).
Created 5 weeks 1 day ago.
Our paper A PAC-Bayesian Approach for Domain Adaptation with Specialization to Linear Classifiers (with P. Germain, A. Habrard and F. Laviolette) has been accepted at the International Conference on Machine Learning.
Created 5 weeks 1 day ago.
Combining Similarities or Classifiers for Domain Adaptation
Created 8 weeks 2 days ago.
Combining Similarities or Classifiers for Domain Adaptation
Created 22 weeks 6 days ago.
Since the 12th Decembre, I am in visit to the Machine Learning group of the Lab. Hubert Curien of University of Saint-Etienne.
Created 28 weeks 4 days ago.
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The workshop WiML will take place in col-location with NIPS 2012 in Lake Tahoe, Nevada, USA, December 03, 2012. I will present a poster about Multiclass learning and PAC-Bayes (a work with F. Laviolette, L. Ralaivola and J.-F. Roy).
Created 38 weeks 3 days ago.
My talk will take place at the University Laval, Québec, Canada.
Title: Unsupervised and Semi-Supervised Domain Adaptation with Good Similarity Functions
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Our paper PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification (with S. Koço and L. Ralaivola) has been accepted at the International Conference on Machine Learning.
Created 1 year 6 weeks ago.
Our paper Parsimonious Unsupervised and Semi-Supervised Domain Adaptation with Good Similarity Functions (with A. Habrard and S. Ayache) has been accepted as Regular Paper in Journal of Knowledge and Information Systems (KAIS).
Created 1 year 6 weeks ago.
Our paper Étude de la généralisation de DASF à l'adaptation de domaine semi-supervisée (with A. Habrard and S. Ayache) has been accepted as Regular Paper at the French conference in Machine Learning (CAp'12).
Created 1 year 13 weeks ago.
My talk will take place at the Helsinki Institute for Information Technology HIIT (Tietotekniikan tutkimuslaitos HIIT (in Finnish)).
Title: A General Framework for Domain Adaptation in a Good Similarity-Based Projection Space
More information here.
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More informations about this workshop here.
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Séminaires Communs LIF/LATP.
Adaptation de domaine parcimonieuse dans l’espace de projection défini à partir d’une bonne fonction de similarité
