3 papers
math.OC2026
Optimal Control with Expectation Constraint in a Smooth Boundary Case
Bruno Bouchard, Lucas Gnecco Heredia, Ludovic Moreau +1
As in Bouchard et al. (2010) and Bouchard and Nutz (2014), we study a utility maximization problem with expectation constraint. We first consider a uniformly elliptic case in which…
cs.LG2025
Lattice Climber Attack: Adversarial attacks for randomized mixtures of classifiers
Lucas Gnecco-Heredia, Benjamin Negrevergne, Yann Chevaleyre
Finite mixtures of classifiers (a.k.a. randomized ensembles) have been proposed as a way to improve robustness against adversarial attacks. However, existing attacks have been show…
cs.LG2023
Adversarial attacks for mixtures of classifiers
Lucas Gnecco Heredia, Benjamin Negrevergne, Yann Chevaleyre
Mixtures of classifiers (a.k.a. randomized ensembles) have been proposed as a way to improve robustness against adversarial attacks. However, it has been shown that existing attack…