Neural Network Symmetrisation in Concrete Settings

Published: 23 Oct 2024, Last Modified: 24 Feb 2025NeurReps 2024 PosterEveryoneRevisionsBibTeXCC BY 4.0
Keywords: Equivariance, Symmetrisation, Stochastic
TL;DR: We translate some recent abstract results about neural network symmetrisation into more familar concrete settings.
Abstract: Cornish (2024) recently gave a general theory of neural network symmetrisation in the abstract context of Markov categories. We describe these results in familiar concrete settings.
Submission Number: 78
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