Bolte, Jérôme, Pauwels, Edouard and Vaiter, Samuel (2023) One-step differentiation of iterative algorithms. Advances in Neural Information Processing Systems, vol. 36. pp. 77089-77103.

Bolte, Jérôme, Pauwels, Edouard and Vaiter, Samuel (2022) Automatic differentiation of nonsmooth iterative algorithms. In: Advances in Neural Information Processing Systems 35: 36th Conference on Neural Information Processing Systems (NeurIPS 2022) Oh, A., Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D. and Cho, K. (eds.) NeurIPS/Curran Associates. Series “Advances in neural information processing systems, vol.35” New Orleans pp. 26404-26417. ISBN 9781713871088

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.

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)