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.

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