Low-Budget Active Learning via Wasserstein Distance: An Integer Programming Approach

Rafid Mahmood, Sanja Fidler, Marc T. Law

Abstract: Active learning is the process of training a model with limited labeled data by selecting a core subset of an unlabeled data pool to label. The large scale of data sets used in deep learning forces...