Gregory S. Wheeler

Visualizing high-dimensional loss landscapes with Hessian directions

2022 · arXiv (Cornell University)

Analyzing geometric properties of high-dimensional loss functions, such as local curvature and the existence of other optima around a certain point in loss space, can help provide a better understanding of the interplay between neural …