Amortized Active Learning for Nonparametric Functions

Cen-You Li, Marc Toussaint, Barbara Rakitsch +1

Active learning (AL) is a sequential learning scheme aiming to select the most informative data. AL reduces data consumption and avoids the cost of labeling large amounts of data.…