On training a classifier of hitting times for quantum walks

We study hitting times of quantum walks on graphs from a machine learning perspective. Given a graph it is difficult to decide if quantum walks give an advantage relative to classical random walks. It was shown that machine learning can help to detect quantum advantage even though quantum walk and r...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Melnikov, Alexey A., Fedichkin, Leonid E., Alodjants, Alexander
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Machine learning Random walk Training
Online-Zugang:	Volltext
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