40 citations · 57 across the 17 of their papers we have counts for
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quant-ph2022★ 2 cited
Improving Convergence for Quantum Variational Classifiers using Weight Re-Mapping
Michael Kölle, Alessandro Giovagnoli, Jonas Stein +3
In recent years, quantum machine learning has seen a substantial increase in the use of variational quantum circuits (VQCs). VQCs are inspired by artificial neural networks, which…
quant-ph2022★ 9 cited
Near-optimal quantum circuit construction via Cartan decomposition
Maximilian Balthasar Mansky, Santiago Londoño Castillo, Victor Ramos Puigvert +1
We show the applicability of the Cartan decomposition of Lie algebras to quantum circuits. This approach can be used to synthesize circuits that can efficiently implement any desir…