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Exceptional Singularities in Polynomial Neural Networks

Graziani, Giacomo
arXiv (All) · Papers
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14b0568t07algebraic-geometry
The singularities of a neurovariety have so far always turned out to lie at subnetworks: functions already computed by a smaller architecture of the same kind. This is what makes them readable as a bias of training towards simpler models, and whether they exhaust the singular locus is left open in t
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