25 citations · 116 across the 31 of their papers we have counts for
4 papers · 1 filter
Asymptotic convergence rates for averaging strategies
Laurent Meunier, Iskander Legheraba, Yann Chevaleyre +1
Parallel black box optimization consists in estimating the optimum of a function using parallel evaluations of . Averaging the best individuals among the evaluations…
On the expressivity of bi-Lipschitz normalizing flows
Alexandre Verine, Benjamin Negrevergne, Fabrice Rossi +1
An invertible function is bi-Lipschitz if both the function and its inverse have bounded Lipschitz constants. Nowadays, most Normalizing Flows are bi-Lipschitz by design or by trai…
On the robustness of randomized classifiers to adversarial examples
Rafael Pinot, Laurent Meunier, Florian Yger +3
This paper investigates the theory of robustness against adversarial attacks. We focus on randomized classifiers (\emph{i.e.} classifiers that output random variables) and provide…
Mixed Nash Equilibria in the Adversarial Examples Game
Laurent Meunier, Meyer Scetbon, Rafael Pinot +2
This paper tackles the problem of adversarial examples from a game theoretic point of view. We study the open question of the existence of mixed Nash equilibria in the zero-sum gam…