Quantum Machine Learning
Bhattacharyya, Siddhartha (EDT); Pan, Indrajit (EDT); Mani, Ashish (EDT); Behrman, Elizabeth (EDT); Chakraborti, Susanta (EDT)
Language: English
Published by De Gruyter, 2020
Series: Book 8 of 14 - De Gruyter Frontiers in Computational Intelligence
- Hardcover
- Used
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- Title
- Quantum Machine Learning
- Author
- Bhattacharyya, Siddhartha (EDT); Pan, Indrajit (EDT); Mani, Ashish (EDT); Behrman, Elizabeth (EDT); Chakraborti, Susanta (EDT)
- Publisher
- De Gruyter
- Publication year
- 2020
- Condition
- As New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 311067064X
- ISBN 13
- 9783110670646
- Series
- Book 8 of 14: De Gruyter Frontiers in Computational Intelligence
Quantum-enhanced machine learning refers to quantum algorithms that solve tasks in machine learning, thereby improving a classical machine learning method. Such algorithms typically require one to encode the given classical dataset into a quantum computer, so as to make it accessible for quantum information processing. After this, quantum information processing routines can be applied and the result of the quantum computation is read out by measuring the quantum system.
While many proposals of quantum machine learning algorithms are still purely theoretical and require a full-scale universal quantum computer to be tested, others have been implemented on small-scale or special purpose quantum devices.
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