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Modelling and simulating spatial extremes by combining extreme value theory with generative adversarial networks
Here we combine GANs with extreme value theory (evtGAN) to model spatial dependencies in summer maxima of temperature and winter maxima in precipitation over a large part of western Europe.
Extreme Value Theory for Open Set Classification -- GPD and GEV Classifiers
Classification tasks usually assume that all possible classes are present during the training phase.
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