On progressive sharpening, flat minima and generalisation

Lachlan Ewen MacDonald, Jack Valmadre, Simon Lucey

We present a new approach to understanding the relationship between loss curvature and input-output model behaviour in deep learning. Specifically, we use existing empirical analys…