Unsupervised Layer-Wise Model Selection in Deep Neural Networks. - Ludovic Arnold; Hélène Paugam-Moisy; Michèle Sebag (ECAI, 2010)

An Introduction to Deep Learning. - Ludovic Arnold; Sébastien Rebecchi; Sylvain Chevallier; Hélène Paugam-Moisy (ESANN, 2011)

Layer-wise learning of deep generative models - Ludovic Arnold; Yann Ollivier (CoRR, 2012)

Learning Deep Representations : Toward a better new understanding of the deep learning paradigm. (Apprentissage de représentations profondes : vers une meilleure compréhension du paradigme d'apprentissage profond). - Ludovic Arnold (2013)

Information-Geometric Optimization Algorithms: A Unifying Picture via Invariance Principles. - Yann Ollivier; Ludovic Arnold; Anne Auger; Nikolaus Hansen (J. Mach. Learn. Res., 2017)