Speeding up the decision making of support vector classifiers. - Jonathan Milgram; Mohamed Cheriet; Robert Sabourin (IWFHR, 2004)

Two-Stage Classification System combining Model-Based and Discriminative Approaches. - Jonathan Milgram; Robert Sabourin; Mohamed Cheriet (ICPR (1), 2004)

Estimating accurate multi-class probabilities with support vector machines. - Jonathan Milgram; Mohamed Cheriet; Robert Sabourin (IJCNN, 2005)

Combining Model-Based and Discriminative Approaches in a Modular Two-stage Classification System: Application to isolated Handwritten Digit Recognition. - Jonathan Milgram; Robert Sabourin; Mohamed Cheriet (Progress in Computer Vision and Image Analysis, 2009)

DeepVisage: Making Face Recognition Simple Yet With Powerful Generalization Skills. - Abul Hasnat 001; Julien Bohné; Jonathan Milgram; Stéphane Gentric; Liming Chen 002 (ICCV Workshops, 2017)

von Mises-Fisher Mixture Model-based Deep learning: Application to Face Verification. - Abul Hasnat 001; Julien Bohné; Jonathan Milgram; Stéphane Gentric; Liming Chen 002 (CoRR, 2017)

Privacy-Preserving Classification on Deep Neural Network. - Hervé Chabanne; Amaury de Wargny; Jonathan Milgram; Constance Morel; Emmanuel Prouff (IACR Cryptol. ePrint Arch., 2017)

Recognition Over Encrypted Faces. - Hervé Chabanne; Roch Lescuyer; Jonathan Milgram; Constance Morel; Emmanuel Prouff (MSPN, 2018)