Machine Learning with Quantum Computers ler

Isbn 10: 3030830977

Isbn 13: 9783030830977

djvu Machine Learning with Quantum Computers

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Descrição do livro

This book offers an introduction into quantum machine learning research, covering approaches that range from "near-term" to fault-tolerant quantum machine learning algorithms, and from theoretical to practical techniques that help us understand how quantum computers can learn from data. Among the topics discussed are parameterized quantum circuits, hybrid optimization, data encoding, quantum feature maps and kernel methods, quantum learning theory, as well as quantum neural networks. The book aims at an audience of computer scientists and physicists at the graduate level onwards.

The second edition extends the material beyond supervised learning and puts a special focus on the developments in near-term quantum machine learning seen over the past few years.

Número de páginas :312
Isbn 10 :3030830977
Isbn 13 :9783030830977
Encadernação :Capa dura
Edição Machine Learning with Quantum Computers:2nd 2021 ed.