sensitive variable explicitly. Our algorithm also complies with the notion of equal treatment and explainable AI, and can be … applied to a wide variety of prediction tasks. We demonstrate the theoretical performance of our algorithm in the asymptotic … scenario. In addition, we show the practical performance of the proposed algorithm by comparing its performance with that of …