Uncertainty-aware predictive modeling for fair data-driven decisions

Patrick Kaiser, Christoph Kern, David Rügamer

Both industry and academia have made considerable progress in developing trustworthy and responsible machine learning (ML) systems. While critical concepts like fairness and explai…