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A quantum analytical Adam descent through parameter shift rule using Qibo

In this proceedings we present quantum machine learning optimization experiments using stochastic gradient descent with the parameter shift rule algorithm. We first describe the gradient evaluation algorithm and its optimization procedure implemented using the Qibo framework. After numerically testi...

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Detalles Bibliográficos
Autores principales: Robbiati, Matteo, Efthymiou, Stavros, Pasquale, Andrea, Carrazza, Stefano
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:https://dx.doi.org/10.22323/1.414.0206
http://cds.cern.ch/record/2847576