A robust regularization path for the Doubly Regularized Support Vector Machine. - Antoine Lachaud; Stéphane Canu; David Mercier; Frédéric Suard (ESANN, 2014)

Discrimination robuste par méthode à noyaux. (Robust discrimination using kernel approach). - Antoine Lachaud (2015)

Collaborative clustering between different topological partitions. - Antoine Lachaud; Nistor Grozavu; Basarab Matei; Younès Bennani (IJCNN, 2017)