When stakes are high: balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates

Roel Henckaerts, Katrien Antonio, Marie-Pier Côté

Highly regulated industries, like banking and insurance, ask for transparent decision-making algorithms. At the same time, competitive markets are pushing for the use of complex bl…