47 citations · 94 across the 14 of their papers we have counts for
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quant-ph2023★ 3 cited
Learning to learn with an evolutionary strategy applied to variational quantum algorithms
Lucas Friedrich, Jonas Maziero
Variational Quantum Algorithms (VQAs) employ parameterized quantum circuits optimized using classical methods to minimize a cost function. While VQAs have found broad applications,…
quant-ph2023★ 17 cited
The quantum cost function concentration dependency on the parametrization expressivity
Lucas Friedrich, Jonas Maziero
Although we are currently in the era of noisy intermediate scale quantum devices, several studies are being conducted with the aim of bringing machine learning to the quantum domai…