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…