Conjecture on unimodality of minimal filling widths
Conjecture on unimodality of minimal filling widths
Fix an activation degree , a depth , and input and output widths and . Let be a minimal filling architecture. Unimodality conjecture. There is an index such that
and
The claim formalizes the observed unimodal pattern of minimal filling architectures in the paper's computational examples; its resolution is not given in the supplied text.
Sources & referencesView supporting material
Primary source
Joe Kileel, Matthew Trager and Joan Bruna, “On the Expressive Power of Deep Polynomial Neural Networks”, arXiv:1905.12207 (2019).
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