Institut de recherche mathématique de Rennes
IRMAR - UMR CNRS 6625
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Machine learning classification methods usually assume that all possible classes are sufficiently present within the training set. Due to their inherent rarities, extreme events are always under-represented and classifiers tailored for predicting extremes need to be carefully designed to handle...