Name: Quantum Machine Learning: Concepts and possibilities (en Inglés)
SKU: 65999237
Price: 46.74 USD
Availability: InStock
Author: Hamilton, Kathleen E.; Delgado, Andrea

portada Quantum Machine Learning: Concepts and possibilities (en Inglés)

Quantum Machine Learning: Concepts and possibilities (en Inglés)

Formato

Libro Físico

Editorial

Institute of Physics Publishing

Autor

Hamilton, Kathleen E.; Delgado, Andrea

Idioma

Inglés

N° páginas

136

Encuadernación

Tapa Blanda

Dimensiones

25.4x17.8x0.7 cm

ISBN13

9780750349536

Quantum Machine Learning: Concepts and possibilities (en Inglés)

Hamilton, Kathleen E.; Delgado, Andrea (Autor) · Institute of Physics Publishing · Tapa Blanda

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Reseña del libro "Quantum Machine Learning: Concepts and possibilities (en Inglés)"

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.Key Features: A chapter on quantum generative models. Accessible reference text useful for both students and researchers. Case studies