Search Results for author: Anna-Laura Sattelberger

Found 1 papers, 0 papers with code

Geometry of Linear Neural Networks: Equivariance and Invariance under Permutation Groups

no code implementations24 Sep 2023 Kathlén Kohn, Anna-Laura Sattelberger, Vahid Shahverdi

We prove that all invariant linear functions can be parameterized by a single linear autoencoder with a weight-sharing property imposed by the cycle decomposition of the considered permutation.

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