74 citations · 142 across the 11 of their papers we have counts for
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quant-ph2023★ 7 cited
Gradients and frequency profiles of quantum re-uploading models
Alice Barthe, Adrián Pérez-Salinas
Quantum re-uploading models have been extensively investigated as a form of machine learning within the context of variational quantum algorithms. Their trainability and expressivi…
quant-ph2023★ 13 cited
Analyzing variational quantum landscapes with information content
Adrián Pérez-Salinas, Hao Wang, Xavier Bonet-Monroig
The parameters of the quantum circuit in a variational quantum algorithm induce a landscape that contains the relevant information regarding its optimization hardness. In this work…