Position: Curvature Matrices Should Be Democratized via Linear Operators

F Dangel, R Eschenhagen, W Ormaniec… - arxiv preprint arxiv …, 2025 - arxiv.org
Structured large matrices are prevalent in machine learning. A particularly important class is
curvature matrices like the Hessian, which are central to understanding the loss landscape …