12 citations · 12 across the 2 of their papers we have counts for
2 papers
stat.AP2021
Modelling and simulating spatial extremes by combining extreme value theory with generative adversarial networks
Younes Boulaguiem, Jakob Zscheischler, Edoardo Vignotto +2
Modelling dependencies between climate extremes is important for climate risk assessment, for instance when allocating emergency management funds. In statistics, multivariate extre…
stat.ML2018★ 12 cited
Extreme Value Theory for Open Set Classification -- GPD and GEV Classifiers
Edoardo Vignotto, Sebastian Engelke
Classification tasks usually assume that all possible classes are present during the training phase. This is restrictive if the algorithm is used over a long time and possibly enco…