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Limits on representing boolean functions by linear combinations of simple functions: Thresholds, relus, and low-degree polynomials
Published 2021“…When C forms a basis for the space of Boolean functions (e.g., the set of PARITY functions or the set of conjunctions) this sort of problem has a well-understood answer; the problem becomes interesting when C is "overcomplete" and the set of functions is not linearly independent. …”
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