Gilles Bareilles

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Byzantine Machine Learning: MultiKrum and an optimal notion of robustness.
CoRR
Gilles Bareilles, Wassim Bouaziz, Julien Fageot, El-Mahdi El-Mhamdi
2025 J jnl
Benchmarking Stochastic Approximation Algorithms for Fairness-Constrained Training of Deep Neural Networks.
CoRR
Andrii Kliachkin, Jana Lepsová, Gilles Bareilles, Jakub Marecek
2025 J jnl
Deep Learning as the Disciplined Construction of Tame Objects.
CoRR
Gilles Bareilles, Allen Gehret, Johannes Aspman, Jana Lepsová, Jakub Marecek
2025 J jnl
Generalizing while preserving monotonicity in comparison-based preference learning models.
CoRR
Julien Fageot, Peva Blanchard, Gilles Bareilles, Lê-Nguyên Hoang
2025 J jnl
On Monotonicity in AI Alignment.
CoRR
Gilles Bareilles, Julien Fageot, Lê-Nguyên Hoang, Peva Blanchard, Wassim Bouaziz, Sébastien Rouault, El-Mahdi El-Mhamdi
2025 J jnl
humancompatible.train: Implementing Optimization Algorithms for Stochastically-Constrained Stochastic Optimization Problems.
CoRR
Andrii Kliachkin, Jana Lepsová, Gilles Bareilles, Jakub Marecek
2023 J jnl
Harnessing Structure in Composite Nonsmooth Minimization.
SIAM J. Optim.
Gilles Bareilles, Franck Iutzeler, Jérôme Malick
2023 J jnl
Newton acceleration on manifolds identified by proximal gradient methods.
Math. Program.
Gilles Bareilles, Franck Iutzeler, Jérôme Malick
2023 J jnl
Piecewise Polynomial Regression of Tame Functions via Integer Programming.
CoRR
Gilles Bareilles, Johannes Aspman, Jiri Nemecek, Jakub Marecek
2020 J jnl
On the interplay between acceleration and identification for the proximal gradient algorithm.
Comput. Optim. Appl.
Gilles Bareilles, Franck Iutzeler
2020 J jnl
Randomized Progressive Hedging methods for Multi-stage Stochastic Programming.
CoRR
Gilles Bareilles, Yassine Laguel, Dmitry Grishchenko, Franck Iutzeler, Jérôme Malick
2020 J jnl
Randomized Progressive Hedging methods for multi-stage stochastic programming.
Ann. Oper. Res.
Gilles Bareilles, Yassine Laguel, Dmitry Grishchenko, Franck Iutzeler, Jérôme Malick