Model selection for extremal dependence structures using deep learning: Application to environmental data

Manaf Ahmed, Véronique Maume-Deschamps, Pierre Ribereau

This paper introduces a new methodology for extreme spatial dependence structure selection. It is based on deep learning techniques, specifically Convolutional Neural Networks -CNN…