Search Results for author: Andrew Gearhart

Found 1 papers, 0 papers with code

Geometry and Generalization: Eigenvalues as predictors of where a network will fail to generalize

no code implementations13 Jul 2021 Susama Agarwala, Benjamin Dees, Andrew Gearhart, Corey Lowman

We study the deformation of the input space by a trained autoencoder via the Jacobians of the trained weight matrices.

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