Counterexamples to the unimodal minimal filling architecture conjecture for PNNs, discovered via frontier search, dimension bounds on neurovarieties, and symbolic computation; some subarchitectures show large defect.
Proceedings of the 42nd International Conference on Machine Learning , year =
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Minimal Filling Architectures of Polynomial Neural Networks: Counterexamples, Frontier Search, and Defects
Counterexamples to the unimodal minimal filling architecture conjecture for PNNs, discovered via frontier search, dimension bounds on neurovarieties, and symbolic computation; some subarchitectures show large defect.