Under extensivity and local-structure assumptions, the shot budget for fixed relative QAOA MaxCut performance scales as 1/m while SGD iterations stay size-independent.
PRX Quantum1, 020312 (2020)
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Measurements Number Scaling in the Quantum Approximate Optimization Algorithm for MaxCut: A Statistical Analysis
Under extensivity and local-structure assumptions, the shot budget for fixed relative QAOA MaxCut performance scales as 1/m while SGD iterations stay size-independent.