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Startseite Roux, Christophe

Roux, Christophe

Christophe Roux

Kontakt

Position
Personal
Raum
3107
Telefon
+49 30 84185-286
E-Mail
E-Mail
Website
Personal Homepage
Bereich
Mathematical Algorithmic Intelligence
Abteilung
AI in Society, Science, and Technology
Arbeitsgruppe
Interactive Optimization and Learning

Publikationen

2025
Accelerated Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025 David Martínez-Rubio, Christophe Roux, Christopher Criscitiello, Sebastian Pokutta BibTeX
On the byzantine-resilience of distillation-based federated learning Proceedings of the International Conference on Learning Representations, 2025 Christophe Roux, Max Zimmer, Sebastian Pokutta BibTeX
2024
Convergence and Trade-Offs in Riemannian Gradient Descent and Riemannian Proximal Point Proceedings of the 41st International Conference on Machine Learning, pp. 34920-34948, Vol.235, PMLR, 2024 David Martínez-Rubio, Christophe Roux, Sebastian Pokutta BibTeX
2023
Accelerated Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties Proceedings of Optimization for Machine Learning (NeurIPS Workshop OPT 2023), 2023 David Martínez-Rubio, Christophe Roux, Christopher Criscitiello, Sebastian Pokutta BibTeX
2021
Efficient Online-Bandit Strategies for Minimax Learning Problems 2021 Christophe Roux, Sebastian Pokutta, Elias Wirth, Thomas Kerdreux BibTeX
Linear Bandits on Uniformly Convex Sets Journal of Machine Learning Research, 22(284), pp. 1-23, 2021 Thomas Kerdreux, Christophe Roux, Alexandre d'Aspremont, Sebastian Pokutta BibTeX