Accelerating Batch Active Learning Using Continual Learning Techniques

Arnav Das, Gantavya Bhatt, Megh Bhalerao +3

A major problem with Active Learning (AL) is high training costs since models are typically retrained from scratch after every query round. We start by demonstrating that standard…