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quant-ph2022
A practical overview of image classification with variational tensor-network quantum circuits
Diego Guala, Shaoming Zhang, Esther Cruz +3
Circuit design for quantum machine learning remains a formidable challenge. Inspired by the applications of tensor networks across different fields and their novel presence in the…
quant-ph2022★ 22 cited
Simulating quantum circuits using tree tensor networks
Philipp Seitz, Ismael Medina, Esther Cruz +2
We develop and analyze a method for simulating quantum circuits on classical computers by representing quantum states as rooted tree tensor networks. Our algorithm first determines…