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most citedViViT: Curvature access through the generalized Gauss-Newton's low-rank structure

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cs.LG2025

Position: Curvature Matrices Should Be Democratized via Linear Operators

Felix Dangel, Runa Eschenhagen, Weronika Ormaniec +3

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 land…