Residual matrix product state for machine learning

Tensor network, which originates from quantum physics, is emerging as an efficient tool for classical and quantum machine learning. Nevertheless, there still exists a considerable accuracy gap between tensor network and the sophisticated neural network models for classical machine learning. In this...

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Bibliographic Details
Main Author: Ye-Ming Meng, Jing Zhang, Peng Zhang, Chao Gao, Shi-Ju Ran
Format: Article
Language:English
Published: SciPost 2023-06-01
Series:SciPost Physics
Online Access:https://scipost.org/SciPostPhys.14.6.142