Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping

Lukas Kondmann, Xiao Xiang Zhu

Humanitarian mapping from space with machine learning helps policy-makers to timely and accurately identify people in need. However, recent concerns around fairness and transparenc…