Not All are Made Equal: Consistency of Weighted Averaging Estimators Under Active Learning

Jack Goetz, Ambuj Tewari

Active learning seeks to build the best possible model with a budget of labelled data by sequentially selecting the next point to label. However the training set is no longer \text…