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Sequence Processing with Quantum Tensor Networks

Published in arXiv (Cornell University) • Aug 15, 2023
Authors:
Carys Harvey
,
Richie Yeung
,
Konstantinos Meichanetzidis

Abstract

We introduce complex-valued tensor network models for sequence processing motivated by correspondence to probabilistic graphical models, interpretability and resource compression. Inductive bias is introduced to our models via network architecture, and is motivated by the correlation structure inher...

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