Navigating Potholes with Geometry-Aware Sharpness Minimization

ArXi:2605.16134v1 Announce Type: cross Sharpness-aware minimization (SAM) encourages flat minima by perturbing parameters along directions of high loss curvature, but treats all parameter directions uniformly, ignoring the underlying loss geometry. We