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ISBN 10: 0750349530 ISBN 13: 9780750349536
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Taschenbuch. Condition: Neu. Neuware - The scope of the book spans from the fundamental postulates of quantum mechanics and quantum algorithms that underpin QML, to advanced topics including variational quantum algorithms, quantum neural networks, and quantum generative models. It covers both the theoretical formulations, such as expressivity, generalization bounds, and kernel methods, and practical applications, ranging from optimization and pattern recognition to simulation and sensing. The text also explores hybrid quantum-classical workflows, error mitigation strategies, and benchmarks that connect algorithmic development to near-term hardware implementations. By the end of this book, readers gain a holistic view of the current state, promises, and challenges of QML, as well as directions for future research in this rapidly evolving field.
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Published by Auerbach Publications, 2026
ISBN 10: 1041136625 ISBN 13: 9781041136620
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Published by IOP Publishing Ltd Dez 2025, 2025
ISBN 10: 0750349506 ISBN 13: 9780750349505
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Buch. Condition: Neu. Neuware - The scope of the book spans from the fundamental postulates of quantum mechanics and quantum algorithms that underpin QML, to advanced topics including variational quantum algorithms, quantum neural networks, and quantum generative models. It covers both the theoretical formulations, such as expressivity, generalization bounds, and kernel methods, and practical applications, ranging from optimization and pattern recognition to simulation and sensing. The text also explores hybrid quantum-classical workflows, error mitigation strategies, and benchmarks that connect algorithmic development to near-term hardware implementations. By the end of this book, readers gain a holistic view of the current state, promises, and challenges of QML, as well as directions for future research in this rapidly evolving field.
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Published by Auerbach Publications, 2026
ISBN 10: 1041136625 ISBN 13: 9781041136620
Seller: GreatBookPrices, Columbia, MD, U.S.A.
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Published by Auerbach Publications, 2026
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Published by Auerbach Publications, 2026
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