2 citations
- Centre de Mathématiques Appliquées de l'École polytechniqueFR2 papers
- École PolytechniqueFR2 papers
- CEA Paris-SaclayFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR1 paper
- Maison de la SimulationFR1 paper
- Service d'Etudes Mécaniques et ThermiquesFR1 paper
- Université Paris-SaclayFR1 paper
2 papers
stat.AP2025★ 2 cited
Robust a posteriori estimation of probit-lognormal seismic fragility curves via sequential design of experiments and constrained reference prior
Antoine Van Biesbroeck, Clément Gauchy, Cyril Feau +1
A seismic fragility curve expresses the probability of failure of a structure conditional to an intensity measure (IM) derived from seismic signals. When only limited data is avail…
stat.ME2025
Variational inference for approximate objective priors using neural networks
Nils Baillie, Antoine Van Biesbroeck, Clément Gauchy
In Bayesian statistics, the choice of the prior can have an important influence on the posterior and the parameter estimation, especially when few data samples are available. To li…