General Loss Functions Lead to (Approximate) Interpolation in High Dimensions

Kuo-Wei Lai, Vidya Muthukumar

We provide a unified framework that applies to a general family of convex losses across binary and multiclass settings in the overparameterized regime to approximately characterize…