2023
Margin-based sampling in high dimensions: When being active is less efficient than staying passive
ICML 2023poster
It is widely believed that given the same labeling budget, active learning (AL) algorithms like margin-based active learning achieve better predictive performance than passive learning (PL), albeit at a higher computational cost. Recent empirical evidence suggests that this added cost might be in va…