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A PAC-Bayesian Approach for Domain Adaptation with Specialization to Linear Classifiers Germain P., Habrard A., Laviolette F., Morvant E. [hal-00822685 - version 1] (16/05/2013)

Estimation of frequency modulations on wideband signals; applications to audio signal analysis Omer H., Torrésani B. Dans Proceedings of SAMPTA 2013 - 10th International Conference on Sampling Theory and Applications, Allemagne (2013) [hal-00822186 - version 1]

PAC-Bayesian Learning and Domain Adaptation Germain P., Habrard A., Laviolette F., Morvant E. Multi-Trade-offs in Machine Learning, NIPS 2012 Workshop, États-Unis (2012) [hal-00749366 - version 1]

Estimation of a cumulative distribution function under interval censoring ''case 1'' via warped wavelets Chesneau C., Willer T. [hal-00715260 - version 3] (07/05/2013)

PAC-Bayesian Majority Vote for Late Classifier Fusion Morvant E., Habrard A., Ayache S. Rapport de recherche [hal-00714483 - version 1]

PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification Morvant E., Koço S., Ralaivola L. Research report [hal-00674847 - version 5]

The Impact of the Observation of Predictive Features on the Diagnosis of Pigmented Skin Lesions and the therapeutic decision Wazaefi Y., Tenenhaus A., Nkengne A., Horn J.-F., Giron A., Paris S., Fertil B. Dans Proceedings of the 8th International Conference on Data Mining - DMIN'12, États-Unis (2012) [hal-00756094 - version 1]

Parsimonious Unsupervised and Semi-Supervised Domain Adaptation with Good Similarity Functions Morvant E., Habrard A., Ayache S. Knowledge and Information Systems 33, 2 (2012) 309-349 [hal-00686205 - version 1]

PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification Morvant E., Koço S., Ralaivola L. Dans Proceedings of International Conference on Machine Learning - International Conference on Machine Learning, Royaume-Uni (2012) [hal-00700506 - version 1]

Étude de la généralisation de DASF à l'adaptation de domaine semi-supervisée Morvant E., Habrard A., Ayache S. Dans Actes de la Conférence Francophone sur l'Apprentissage Automatique - CAp 2012 - Conférence Francophone sur l'Apprentissage Automatique - CAp 2012, France (2012) [hal-00685524 - version 1]

VideoSense at TRECVID 2011 : Semantic Indexing from Light Similarity Functions-based Domain Adaptation with Stacking Morvant E., Ayache S., Habrard A., Redi M., Tanase C., Merialdo B., Safadi B., Thollard F., Derbas N., Quénot G. TRECVID 2011 - TREC Video Retrieval Evaluation workshop, États-Unis (2011) [hal-00685530 - version 1]

Testing means from sampling populations with undefined labels Autin F., Pouet C. [hal-00696165 - version 2] (15/05/2012)

A new approach for merging gene expression datasets Roubaud M.-C., Torrésani B. Dans IEEE Statistical Signal Processing Workshop (SSP) 2011 - IEEE Statistical Signal Processing Workshop (SSP) 2011, France (2011) [hal-00684282 - version 1]

Semaine d'Etude Mathématiques et Entreprises 1 : Géométrie des matrices de covariance pour le traitement de signaux radars Bernard E., Bosche A., Charon N., El Kolei S., Lapebie J., Le Masson E., Mirebeau J.-M., Richard T. [hal-00713358 - version 1] (2012-06-30)

Invertibility of random submatrices via the Non-Commutative Bernstein Inequality Chrétien S., Darses S. [hal-00580309 - version 1] (2011-03-27)

Sparse recovery with unknown variance: a LASSO-type approach Chretien S., Darses S. [hal-00557197 - version 1] (2011-01-18)

Modèles de mélange de Gaussiennes temps-fréquence pour le débruitage de signaux Villaron E., Anthoine S., Torrésani B. Dans Actes de GRETSI 2011 - GRETSI 2011, France (2011) [hal-00813604 - version 1]

Sparse Domain Adaptation in a Good Similarity-Based Projection Space Morvant E., Habrard A., Ayache S. [hal-00654227 - version 1] (21/12/2011)

Sparse Domain Adaptation in Projection Spaces based on Good Similarity Functions Morvant E., Habrard A., Ayache S. Dans 11th IEEE International Conference on Data Mining Vancouver, Canada 11-14 December 2011 - IEEE International Conference on Data Mining series (ICDM), Canada (2011) [hal-00629207 - version 1]

Flexible Domain Adaptation for Multimedia Indexing Morvant E., Habrard A., Ayache S. [hal-00634881 - version 1] (24/10/2011)