Analytic Study of Double Descent in Binary Classification: The Impact of Loss

Ganesh Kini, Christos Thrampoulidis

Extensive empirical evidence reveals that, for a wide range of different learning methods and datasets, the risk curve exhibits a double-descent (DD) trend as a function of the mod…