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Generative tensor network classification model for supervised machine learning

Published in Physical review. B./Physical review. B • Feb 25, 2020
NobleIDNI0P63W41R77S46
Authors:
Zheng-Zhi Sun
,
Peng Cheng
,
Ding Liu

Abstract

The tensor network (TN) has recently triggered extensive interests in developing machine learning models defined in quantum Hilbert space. Here, we propose a generative TN classification (GTNC) model for supervised machine learning. The strategy is first to map the classical data onto the states in ...

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