Learning Objective-Specific Active Learning Strategies with Attentive Neural Processes

Tim Bakker, Herke van Hoof, Max Welling

Pool-based active learning (AL) is a promising technology for increasing data-efficiency of machine learning models. However, surveys show that performance of recent AL methods is…