Article

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.

Book Section

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)

Conference or Workshop Item

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.