2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2026
A Wasserstein GAN-based climate scenario generator for risk management and insurance: the case of soil subsidence
Antoine Heranval, Olivier Lopez, Didier Ngatcha +1
According to the United Nations Office for Disaster Risk Reduction (2025), the average annual cost of natural catastrophes increased from 70--80 billion USD between 1970 and 2000 t…
math.ST2021★ 2 cited
Generalized Pareto Regression Trees for extreme events analysis
Sébastien Farkas, Antoine Heranval, Olivier Lopez +1
In this paper, we provide finite sample results to assess the consistency of Generalized Pareto regression trees, as tools to perform extreme value regression. The results that we…