Online Active Model Selection for Pre-trained Classifiers

Mohammad Reza Karimi, Nezihe Merve Gürel, Bojan Karlaš +3

Given $k$ pre-trained classifiers and a stream of unlabeled data examples, how can we actively decide when to query a label so that we can distinguish the best model from the rest…