algorithms that clearly follow fairness principles might not be the only element for fostering societal algorithm acceptance and …We explore aversion to the use of algorithms in moral decision-making. So far, this aversion has been explained mainly … humans with decision-making discretion to algorithms that rigidly apply exogenously given human-created fairness principles …

is more even than the other two algorithms. Our algorithm also yields the highest coverage rate …Leading recommender systems may recommend only a small fraction of users on the dating platform since the algorithms …. We apply a stylized matching model in economics to the existing algorithms to reduce inequality, and we evaluate the …

the algorithm’s inputs? To answer these questions, we propose a model in which a designer chooses an algorithm that maps … for how to trade off accuracy and fair- ness), and identify simple statistical properties of the algorithm’s inputs that …Algorithms are increasingly used to guide decisions in high-stakes contexts, such as who should receive bail, be …

of participants (over 60%) prefer the algorithm as a decision maker over a human—but this is not driven by concerns over … decisions algorithmic decision-makers might be preferred, but actual performance of the algorithm plays an important role in how …