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Effect of barren plateaus on gradient-free optimization

Barren plateau landscapes correspond to gradients that vanish exponentially in the number of qubits. Such landscapes have been demonstrated for variational quantum algorithms and quantum neural networks with either deep circuits or global cost functions. For obvious reasons, it is expected that grad...

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Bibliografische gegevens
Hoofdauteurs: Andrew Arrasmith, M. Cerezo, Piotr Czarnik, Lukasz Cincio, Patrick J. Coles
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften 2021-10-01
Reeks:Quantum
Online toegang:https://quantum-journal.org/papers/q-2021-10-05-558/pdf/
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