Non-trivial symmetries in quantum landscapes and their resilience to quantum noise

Very little is known about the cost landscape for parametrized Quantum Circuits (PQCs). Nevertheless, PQCs are employed in Quantum Neural Networks and Variational Quantum Algorithms, which may allow for near-term quantum advantage. Such applications require good optimizers to train PQCs. Recent work...

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Autori principali: Enrico Fontana, M. Cerezo, Andrew Arrasmith, Ivan Rungger, Patrick J. Coles
Natura: Articolo
Lingua:English
Pubblicazione: Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften 2022-09-01
Serie:Quantum
Accesso online:https://quantum-journal.org/papers/q-2022-09-15-804/pdf/