Quantum Robustness Verification: A Hybrid Quantum-Classical Neural Network Certification Algorithm

In recent years, quantum computers and algorithms have made significant progress indicating the prospective importance of quantum computing (QC). Especially combinatorial optimization has gained a lot of attention as an application field for near-term quantum computers, both by using gate-based QC v...

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Vydané v:	2022 IEEE International Conference on Quantum Computing and Engineering (QCE) s. 142 - 153
Hlavní autori:	Franco, Nicola, Wollschlager, Tom, Gao, Nicholas, Lorenz, Jeanette Miriam, Gunnemann, Stephan
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.09.2022
Predmet:	adversarial robustness Approximation algorithms Computational modeling Computers machine learning Neural networks Quantum computing Qubit Robustness
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