QAML-Z, an iterative zooming and classifier-augmentation upgrade to QAML, improves Higgs classification AUROC over QAML and matches a deep neural network at small training set sizes, but a classical simulated-annealing variant with the same ingredients performs equally.
Quantum machine learning,
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Quantum adiabatic machine learning with zooming
QAML-Z, an iterative zooming and classifier-augmentation upgrade to QAML, improves Higgs classification AUROC over QAML and matches a deep neural network at small training set sizes, but a classical simulated-annealing variant with the same ingredients performs equally.