Active Learning Using Aggregated Acquisition Functions: Accuracy and Sustainability Analysis

Cédric Jung, Shirin Salehi, Anke Schmeink

Active learning (AL) is a machine learning (ML) approach that strategically selects the most informative samples for annotation during training, aiming to minimize annotation costs…