Machine learning with quantum computers /
Schuld, Maria.
Machine learning with quantum computers / Maria Schuld, F. Petruccione. - Second edition. - Cham, Switzerland : Springer, 2021. - xiv, 312 pages : illustrations (some color) ; 24 cm - Quantum science and technology . - Quantum science and technology .
Includes bibliographical references and index.
Introduction
Machine learning
Quantum computing
Representing data on a quantum computer
Variational circuits as machine learning models
Quantum models as Kernel methods
Fault-tolerant quantum machine learning
Approaches based on the Ising model
Potential quantum advantages
9783030830977 9783030830984
006.31
Machine learning with quantum computers / Maria Schuld, F. Petruccione. - Second edition. - Cham, Switzerland : Springer, 2021. - xiv, 312 pages : illustrations (some color) ; 24 cm - Quantum science and technology . - Quantum science and technology .
Includes bibliographical references and index.
Introduction
Machine learning
Quantum computing
Representing data on a quantum computer
Variational circuits as machine learning models
Quantum models as Kernel methods
Fault-tolerant quantum machine learning
Approaches based on the Ising model
Potential quantum advantages
9783030830977 9783030830984
006.31