Publications
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Nonsmooth Implicit Differentiation for Machine Learning and Optimization
Advances in Neural Information Processing Systems, Dec 2021, Online, France

Bolte Jérôme, Le Tam, Pauwels Edouard, Silveti-Falls Antonio

Semialgebraic Representation of Monotone Deep Equilibrium Models and Applications to Certification
Advances in Neural Information Processing Systems, Dec 2021, Online, France

Chen Tong, Lasserre Jean-Bernard, Magron Victor, Pauwels Edouard

Speculative Execution and Timing Predictability in an Open Source RISC-V Core
IEEE Real-Time Systems Symposium (RTSS 2021), Dec 2021, Dortmund, Germany. pp.393-404, ⟨10.1109/RTSS52674.2021.00043⟩

Gruin Alban, Carle Thomas, Cassé Hugues, Rochange Christine

Numerical influence of ReLU’(0) on backpropagation
Advances in Neural Information Processing Systems, Dec 2021, Paris, France

Bertoin David, Bolte Jérôme, Gerchinovitz Sébastien, Pauwels Edouard

Stability Analysis of Recurrent Neural Networks by IQC with Copositive Mutipliers
Control and Decision Conference (CDC) 2021, Dec 2021, Austin, United States

Magron Victor, Ebihara Yoshio, Waki Hayato, Mai Ngoc Hoang Anh, Peaucelle Dimitri, Tarbouriech Sophie

Semi-algebraic approximation using Christoffel-Darboux kernel
Constructive Approximation, 2021, 54 (3), pp.391-429. ⟨10.1007/s00365-021-09535-4⟩

Marx Swann, Pauwels Edouard, Weisser Tillmann, Henrion Didier, Lasserre Jean B

Tips of Tongues in the Double Standard Family
Nonlinearity, 2021, 34 (12), pp.8174-8191

Banerjee Kuntal, Buff Xavier, Canela Jordi, Epstein Adam

Convergence Analysis of Asymptotic Preserving Schemes for Strongly Magnetized plasmas
Numerische Mathematik, 2021, 149 (3), pp.549-593. ⟨10.1007/s00211-021-01248-x⟩

Filbet Francis, Rodrigues Luis Miguel Miguel, Zakerzadeh Hamed

Curiosities and counterexamples in smooth convex optimization
Mathematical Programming, 2021, ⟨10.1007/s10107-021-01707-1⟩

Bolte Jerome, Pauwels Edouard

On the branching convolution equation $\mathcal E = \mathcal{Z} \circledast \mathcal E$
Electronic Communications in Probability, 2021, 26 (59), pp.1-12. ⟨10.1214/21-ECP431⟩

Maillard Pascal, Mallein Bastien