Accelerating Batch Active Learning Using Continual Learning Techniques

no code implementations • 10 May 2023 • Arnav Das, Gantavya Bhatt, Megh Bhalerao, Vianne Gao, Rui Yang, Jeff Bilmes

A major problem with Active Learning (AL) is high training costs since models are typically retrained from scratch after every query round.

Active Learning Continual Learning