In Defense of Core-set: A Density-aware Core-set Selection for Active Learning

Yeachan Kim, Bonggun Shin

Active learning enables the efficient construction of a labeled dataset by labeling informative samples from an unlabeled dataset. In a real-world active learning scenario, conside…