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Simultaneous Quantum Machine Learning Training and Architecture Discovery
Dominic Pasquali·September 13, 2020
Computer SciencePhysics
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Abstract
With the onset of gated quantum machine learning, the architecture for such a system is an open question. Many architectures are created either ad hoc or are directly analogous from known classical architectures. Presented here is a novel algorithm which learns a gated quantum machine learning architecture while simultaneously learning its parameters. This proof of concept and some of its variations are explored and discussed.