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01/17/2023
The quantum cost function concentration dependency on the parametrization expressivity
Although we are currently in the era of noisy intermediate scale quantum...
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12/29/2022
Restricting to the chip architecture maintains the quantum neural network accuracy, if the parameterization is a 2-design
In the era of noisy intermediate scale quantum devices, variational quan...
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05/26/2022
Avoiding Barren Plateaus with Classical Deep Neural Networks
Variational quantum algorithms (VQAs) are among the most promising algor...
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05/17/2022
