Article

Bolte, Jérôme, Pauwels, Edouard, Le, Quoc Tung and Vaiter, Samuel (2026) Geometric and computational hardness of bilevel programming. Mathematical Programming, vol.215. pp. 539-574.

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.

Book Section

Iutzeler, Franck, Pauwels, Edouard and Vaiter, Samuel (2024) Derivatives of Stochastic Gradient Descent in parametric optimization. In: Advances in Neural Information Processing Systems 37 Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. and Zhang, Chi (eds.) Neural Information Processing Systems Foundation, Inc. (NeurIPS). Series “Advances in Neural Information Processing Systems,volume 37” Vancouver pp. 118859-118882. ISBN 9798331314385

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