7 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Laboratoire Hubert CurienFR13 papers
- Université LavalCA4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Université Jean MonnetFR3 papers
- Innate Pharma (France)FR2 papers
- Airbus (France)FR1 paper
- Artificial Intelligence Research InstituteES1 paper
- Centre de Recherche Astrophysique de LyonFR1 paper
- Consejo Superior de Investigaciones CientíficasES1 paper
- École Nationale Supérieure de Mécanique et des MicrotechniquesFR1 paper
- Institut de Recherche en Informatique de ToulouseFR1 paper
- Institut d’Optique Graduate SchoolFR1 paper
4 papers · 1 filter
Self-Bounding Majority Vote Learning Algorithms by the Direct Minimization of a Tight PAC-Bayesian C-Bound
Paul Viallard, Pascal Germain, Amaury Habrard +1
In the PAC-Bayesian literature, the C-Bound refers to an insightful relation between the risk of a majority vote classifier (under the zero-one loss) and the first two moments of i…
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…
A General Framework for the Practical Disintegration of PAC-Bayesian Bounds
Paul Viallard, Pascal Germain, Amaury Habrard +1
PAC-Bayesian bounds are known to be tight and informative when studying the generalization ability of randomized classifiers. However, they require a loose and costly derandomizati…
The wavefront sensing making-of for THEMIS solar telescope
Michel Tallon, Éric Thiébaut, Maud Langlois +5
An adaptive optics system with a single deformable mirror is being implemented on the THEMIS 90cm solar telescope. This system is designed to operate in the visible and is required…