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quant-ph2022★ 1 cited
A quantum analytical Adam descent through parameter shift rule using Qibo
Matteo Robbiati, Stavros Efthymiou, Andrea Pasquale +1
In this proceedings we present quantum machine learning optimization experiments using stochastic gradient descent with the parameter shift rule algorithm. We first describe the gr…
quant-ph2022★ 28 cited
Quantum simulation with just-in-time compilation
Stavros Efthymiou, Marco Lazzarin, Andrea Pasquale +1
Quantum technologies are moving towards the development of novel hardware devices based on quantum bits (qubits). In parallel to the development of quantum devices, efficient simul…