Train Smarter, Not Harder: Switching Signal-Guided Training in Active Learning

Nagham Omar, Maya Rozenshtein, Evgeny Mishlyakov +1

Training strategy, namely whether to retrain from scratch or fine-tune from the previous checkpoint, is an overlooked decision variable in active learning. We show that this choice…