Synergic quantum generative machine learning

Abstract We introduce a new approach towards generative quantum machine learning significantly reducing the number of hyperparameters and report on a proof-of-principle experiment demonstrating our approach. Our proposal depends on collaboration between the generators and discriminator, thus, we cal...

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Bibliographic Details
Main Authors: Karol Bartkiewicz, Patrycja Tulewicz, Jan Roik, Karel Lemr
Format: Article
Language:English
Published: Nature Portfolio 2023-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-40137-1