Conjecture on uniform high-degree bounds for powers of homogeneous polynomials
Conjecture on uniform high-degree bounds for powers of homogeneous polynomials
Let , , and be integers, and let be homogeneous polynomials of the same degree , with no two linearly dependent. Proposition~ asserts that there is a threshold such that are linearly independent whenever . Uniform high-degree bound conjecture. In this setting, may be taken to depend only on and . This conjecture would make the high-activation-degree linear-independence threshold uniform in the common polynomial degree ; no resolution is supplied in the given 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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