2020

Bolte, Jérôme and Pauwels, Edouard (2020) A mathematical model for automatic differentiation in machine learning. In: Advances in Neural Information Processing Systems 33 (NeurIPS 2020) Larochelle, Hugo, Ranzato, M., Hadsell, R., Balcan, M.F. and Lin, H. (eds.) MIT Press. ISBN 9781713829546 (In Press)

2021

Bolte, Jérôme, Le, Tam, Pauwels, Edouard and Silveti Falls, Antonio (2021) Nonsmooth implicit differentiation for machine learning and optimization. In: NIPS'21: 35th International Conference on Neural Information Processing Systems, 6-14 décembre 2021, En ligne.

Bolte, Jérôme, Bertoin, David, Gerchinovitz, Sébastien and Pauwels, Edouard (2021) Numerical influence of ReLU’(0) on backpropagation. Advances in Neural Information Processing Systems, Vol. 34. pp. 468-479.