Verena Wagner (University of Konstanz), “On Pause: Suspending Judgment and Abstaining in Machine Learning”
Abstract: Machine Learning (ML) systems typically yield definitive outputs, even when the underlying probabilities do not justify a decision. This poses a significant challenge in medical applications, where patients rely