10 citations · 10 across the 1 of their papers we have counts for
2 papers
cs.AI2021★ 10 cited
Certification of embedded systems based on Machine Learning: A survey
Guillaume Vidot, Christophe Gabreau, Ileana Ober +1
Advances in machine learning (ML) open the way to innovating functions in the avionic domain, such as navigation/surveillance assistance (e.g. vision-based navigation, obstacle sen…
cs.LG2021
A PAC-Bayes Analysis of Adversarial Robustness
Paul Viallard, Guillaume Vidot, Amaury Habrard +1
We propose the first general PAC-Bayesian generalization bounds for adversarial robustness, that estimate, at test time, how much a model will be invariant to imperceptible perturb…