Gilles Bareilles

According to our database, Gilles Bareilles authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Benchmarking Stochastic Approximation Algorithms for Fairness-Constrained Training of Deep Neural Networks.

Andrii Kliachkin, Jana Lepsová, Gilles Bareilles, Jakub Marecek

CoRR, July, 2025

On Monotonicity in AI Alignment.

Gilles Bareilles, Julien Fageot, Lê-Nguyên Hoang, Peva Blanchard, Wassim Bouaziz, Sébastien Rouault, El-Mahdi El-Mhamdi

CoRR, June, 2025

Generalizing while preserving monotonicity in comparison-based preference learning models.

Julien Fageot, Peva Blanchard, Gilles Bareilles, Lê-Nguyên Hoang

CoRR, June, 2025

2023

Harnessing Structure in Composite Nonsmooth Minimization.

Gilles Bareilles, Franck Iutzeler, Jérôme Malick

SIAM J. Optim., September, 2023

Newton acceleration on manifolds identified by proximal gradient methods.

Gilles Bareilles, Franck Iutzeler, Jérôme Malick

Math. Program., 2023

Piecewise Polynomial Regression of Tame Functions via Integer Programming.

Gilles Bareilles, Johannes Aspman, Jiri Nemecek, Jakub Marecek

CoRR, 2023

2020

On the interplay between acceleration and identification for the proximal gradient algorithm.

Gilles Bareilles, Franck Iutzeler

Comput. Optim. Appl., 2020

Randomized Progressive Hedging methods for multi-stage stochastic programming.

Gilles Bareilles, Yassine Laguel, Dmitry Grishchenko, Franck Iutzeler, Jérôme Malick

Ann. Oper. Res., 2020