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Antoine Heranval

Application of machine learning methods to predict drought cost in France
2022 · Antoine Heranval, Olivier Lopez, et al. · European Actuarial Journal · 15
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Generalized pareto regression trees for extreme event analysis
2024 · Sébastien Farkas, Antoine Heranval, et al. · Extremes · 14
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Generalized Pareto Regression Trees for extreme events analysis
2021 · Farkas, Sébastien, Heranval, Antoine, et al. · arXiv (Cornell University) · 5
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Bayesian credibility model with heavy tail random variables: calibration of the prior and application to natural disasters and cyber insurance
2024 · Antoine Heranval, Olivier Lopez, et al. · European Actuarial Journal · 3
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Analyzing temporal dependence between extreme events using point processes
2026 · Antoine Heranval, Denis Allard, et al. · Advances in statistical climatology, meteorology and oceanography
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A Wasserstein GAN-based climate scenario generator for risk management and insurance: the case of soil subsidence
2026 · Heranval, Antoine, Lopez, Olivier, et al. · arXiv (Cornell University)
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A Wasserstein GAN-based climate scenario generator for risk management and insurance: the case of soil subsidence
2026 · Antoine HERANVAL, Olivier LOPEZ, et al. · SSRN Electronic Journal
Presentation of EAJ Issue 13/2 - December 11th
2023 · Lucas Reck, Jamaal Ahmad, et al.
Contributions des données de l’assurance à l’étude des risques naturels : application de méthodes d’apprentissage statistique pour l’évaluation de la nature et du coût des dommages assurés liés aux événements naturels en France
2022 · Antoine Heranval · theses.fr (ABES)
Works count: 9
Citation count: 37
H-index: 3
I10-index: 2
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