How to Purchase Labels? A Cost-Effective Approach Using Active Learning Markets

Xiwen Huang, Pierre Pinson

We introduce and analyse active learning markets as a way to purchase labels, in situations where analysts aim to acquire additional data to improve model fitting, or to better tra…