Cost-minimising strategies for data labelling : optimal stopping and active learning

Christos Dimitrakakis, Christian Savu-Krohn

Supervised learning deals with the inference of a distribution over an output or label space $\CY$ conditioned on points in an observation space $\CX$, given a training dataset $D$…