2 citations · 3 across the 4 of their papers we have counts for
4 papers
Sensitivity analysis for sets : application to pollutant concentration maps
Noé Fellmann, Mathis Pasquier, Christophette Blanchet-Scalliet +3
In the context of air quality control, our objective is to quantify the impact of uncertain inputs such as meteorological conditions and traffic parameters on pollutant dispersion…
Kernel-based sensitivity analysis for (excursion) sets
Noé Fellmann, Christophette Blanchet-Scalliet, Céline Helbert +2
In this paper, we aim to perform sensitivity analysis of set-valued models and, in particular, to quantify the impact of uncertain inputs on feasible sets, which are key elements i…
Coupling and selecting constraints in Bayesian optimization under uncertainties
Julien Pelamatti, Rodolphe Le Riche, Céline Helbert +1
We consider chance constrained optimization where it is sought to optimize a function while complying with constraints, both of which are affected by uncertainties. The high comput…
A sampling criterion for constrained Bayesian optimization with uncertainties
Reda El Amri, Rodolphe Le Riche, Céline Helbert +2
We consider the problem of chance constrained optimization where it is sought to optimize a function and satisfy constraints, both of which are affected by uncertainties. The real…