2 citations · 2 across the 2 of their papers we have counts for
2 papers
stat.AP2025
Bayesian Active Learning of (small) Quantile Sets through Expected Estimator Modification
Romain Ait Abdelmalek-Lomenech, Julien Bect, Emmanuel Vazquez
Given a multivariate function taking deterministic and uncertain inputs, we consider the problem of estimating a quantile set: a set of deterministic inputs for which the probabili…
stat.ML2022★ 2 cited
Bayesian sequential design of computer experiments for quantile set inversion
Romain Ait Abdelmalek-Lomenech, Julien Bect, Vincent Chabridon +1
We consider an unknown multivariate function representing a system-such as a complex numerical simulator-taking both deterministic and uncertain inputs. Our objective is to estimat…