Active Learning for Regression based on Wasserstein distance and GroupSort Neural Networks

Benjamin Bobbia, Matthias Picard

This paper addresses a new active learning strategy for regression problems. The presented Wasserstein active regression model is based on the principles of distribution-matching t…