Active learning for classification: An optimistic approach. - Timothé Collet; Olivier Pietquin (ADPRL, 2014)

Optimism in Active Learning with Gaussian Processes. - Timothé Collet; Olivier Pietquin (ICONIP (2), 2015)

Bayesian Credible Intervals for Online and Active Learning of Classification Trees. - Timothé Collet; Olivier Pietquin (SSCI, 2015)

Optimism in Active Learning. - Timothé Collet; Olivier Pietquin (Comput. Intell. Neurosci., 2015)

Méthodes optimistes d'apprentissage actif pour la classification. (Optimistic Methods in Active Learning for Classification). - Timothé Collet (2016)