Stefan B. Williams

NTKCPL: Active Learning on Top of Self-Supervised Model by Estimating True Coverage

2023 · arXiv (Cornell University)

High annotation cost for training machine learning classifiers has driven extensive research in active learning and self-supervised learning. Recent research has shown that in the context of supervised learning different active learning strategies need to …