Supervised learning with quantum-enhanced feature spaces

Vojtěch Havlíček; Antonio Córcoles; Kristan Temme; Aram W. Harrow; Abhinav Kandala; Jerry M. Chow; Jay Gambetta

doi:https://doi.org/10.1038/s41586-019-0980-2

Supervised learning with quantum-enhanced feature spaces

2019 · Nature · 2,548 citations · 5 from inside this corpus

Vojtěch Havlíček, Antonio Córcoles, Kristan Temme, Aram W. Harrow, Abhinav Kandala, Jerry M. Chow, Jay Gambetta

No abstract in the source record.

15 of 15 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

this paper works it cites works citing it node size = global citations · hover for the full title

Citation edge evidence

Each row is directed from the citing work to the cited work. Source status remains readable without the interactive graph.

Variational quantum algorithms→Supervised learning with quantum-enhanced feature spacesLegacy edge — source detail unavailable
Circuit quantum electrodynamics→Supervised learning with quantum-enhanced feature spacesLegacy edge — source detail unavailable
A quantum engineer's guide to superconducting qubits→Supervised learning with quantum-enhanced feature spacesLegacy edge — source detail unavailable
Noisy intermediate-scale quantum algorithms→Supervised learning with quantum-enhanced feature spacesLegacy edge — source detail unavailable
Superconducting Qubits: Current State of Play→Supervised learning with quantum-enhanced feature spacesLegacy edge — source detail unavailable
Supervised learning with quantum-enhanced feature spaces→A Tutorial on Support Vector Machines for Pattern RecognitionLegacy edge — source detail unavailable
Supervised learning with quantum-enhanced feature spaces→A training algorithm for optimal margin classifiersLegacy edge — source detail unavailable
Supervised learning with quantum-enhanced feature spaces→The Nature of Statistical Learning TheoryLegacy edge — source detail unavailable
Supervised learning with quantum-enhanced feature spaces→Quantum Computing in the NISQ era and beyondLegacy edge — source detail unavailable
Supervised learning with quantum-enhanced feature spaces→Quantum machine learningLegacy edge — source detail unavailable
Supervised learning with quantum-enhanced feature spaces→Hardware-efficient variational quantum eigensolver for small molecules and quantum magnetsLegacy edge — source detail unavailable
Supervised learning with quantum-enhanced feature spaces→Quantum Support Vector Machine for Big Data ClassificationLegacy edge — source detail unavailable
Supervised learning with quantum-enhanced feature spaces→Quantum Machine Learning in Feature Hilbert SpacesLegacy edge — source detail unavailable
Supervised learning with quantum-enhanced feature spaces→Quantum circuit learningLegacy edge — source detail unavailable
Supervised learning with quantum-enhanced feature spaces→Error Mitigation for Short-Depth Quantum CircuitsLegacy edge — source detail unavailable
Circuit quantum electrodynamics→Hardware-efficient variational quantum eigensolver for small molecules and quantum magnetsLegacy edge — source detail unavailable
Circuit quantum electrodynamics→Quantum Computing in the NISQ era and beyondLegacy edge — source detail unavailable
Circuit quantum electrodynamics→Superconducting Qubits: Current State of PlayLegacy edge — source detail unavailable
Circuit quantum electrodynamics→A quantum engineer's guide to superconducting qubitsLegacy edge — source detail unavailable
A Tutorial on Support Vector Machines for Pattern Recognition→A training algorithm for optimal margin classifiersLegacy edge — source detail unavailable
Quantum machine learning→Quantum Support Vector Machine for Big Data ClassificationLegacy edge — source detail unavailable
Quantum machine learning→The Nature of Statistical Learning TheoryLegacy edge — source detail unavailable
Hardware-efficient variational quantum eigensolver for small molecules and quantum magnets→Error Mitigation for Short-Depth Quantum CircuitsLegacy edge — source detail unavailable
Quantum Computing in the NISQ era and beyond→Quantum machine learningLegacy edge — source detail unavailable
Quantum circuit learning→Quantum Support Vector Machine for Big Data ClassificationLegacy edge — source detail unavailable
Quantum circuit learning→Hardware-efficient variational quantum eigensolver for small molecules and quantum magnetsLegacy edge — source detail unavailable
Quantum Machine Learning in Feature Hilbert Spaces→Quantum Support Vector Machine for Big Data ClassificationLegacy edge — source detail unavailable
Quantum Machine Learning in Feature Hilbert Spaces→Quantum Computing in the NISQ era and beyondLegacy edge — source detail unavailable
Superconducting Qubits: Current State of Play→Hardware-efficient variational quantum eigensolver for small molecules and quantum magnetsLegacy edge — source detail unavailable
Superconducting Qubits: Current State of Play→Quantum Computing in the NISQ era and beyondLegacy edge — source detail unavailable
Superconducting Qubits: Current State of Play→Quantum circuit learningLegacy edge — source detail unavailable
Superconducting Qubits: Current State of Play→A quantum engineer's guide to superconducting qubitsLegacy edge — source detail unavailable
A quantum engineer's guide to superconducting qubits→Quantum Support Vector Machine for Big Data ClassificationLegacy edge — source detail unavailable
A quantum engineer's guide to superconducting qubits→Quantum machine learningLegacy edge — source detail unavailable
A quantum engineer's guide to superconducting qubits→Hardware-efficient variational quantum eigensolver for small molecules and quantum magnetsLegacy edge — source detail unavailable
Variational quantum algorithms→Quantum machine learningLegacy edge — source detail unavailable
Variational quantum algorithms→Error Mitigation for Short-Depth Quantum CircuitsLegacy edge — source detail unavailable
Variational quantum algorithms→Hardware-efficient variational quantum eigensolver for small molecules and quantum magnetsLegacy edge — source detail unavailable
Variational quantum algorithms→Quantum Computing in the NISQ era and beyondLegacy edge — source detail unavailable
Variational quantum algorithms→Quantum circuit learningLegacy edge — source detail unavailable
Variational quantum algorithms→Quantum Machine Learning in Feature Hilbert SpacesLegacy edge — source detail unavailable
Noisy intermediate-scale quantum algorithms→Quantum machine learningLegacy edge — source detail unavailable
Noisy intermediate-scale quantum algorithms→Error Mitigation for Short-Depth Quantum CircuitsLegacy edge — source detail unavailable
Noisy intermediate-scale quantum algorithms→Hardware-efficient variational quantum eigensolver for small molecules and quantum magnetsLegacy edge — source detail unavailable
Noisy intermediate-scale quantum algorithms→Quantum Computing in the NISQ era and beyondLegacy edge — source detail unavailable
Noisy intermediate-scale quantum algorithms→Quantum circuit learningLegacy edge — source detail unavailable
Noisy intermediate-scale quantum algorithms→Quantum Machine Learning in Feature Hilbert SpacesLegacy edge — source detail unavailable
Noisy intermediate-scale quantum algorithms→Superconducting Qubits: Current State of PlayLegacy edge — source detail unavailable
Noisy intermediate-scale quantum algorithms→A quantum engineer's guide to superconducting qubitsLegacy edge — source detail unavailable

What this paper cites, inside the corpus

Paper	Year	Cited
A Tutorial on Support Vector Machines for Pattern Recognition	1998	16,488
A training algorithm for optimal margin classifiers	1992	11,664
The Nature of Statistical Learning Theory	2000	10,734
Quantum Computing in the NISQ era and beyond	2018	8,662
Quantum machine learning	2017	4,720
Hardware-efficient variational quantum eigensolver for small molecules and quantum magnets	2017	3,128
Quantum Support Vector Machine for Big Data Classification	2014	2,010
Quantum Machine Learning in Feature Hilbert Spaces	2019	1,799
Quantum circuit learning	2018	1,667
Error Mitigation for Short-Depth Quantum Circuits	2017	1,455

What cites it, inside the corpus

Paper	Year	Cited
Variational quantum algorithms	2021	3,226
Circuit quantum electrodynamics	2021	1,990
A quantum engineer's guide to superconducting qubits	2019	1,988
Noisy intermediate-scale quantum algorithms	2022	1,770
Superconducting Qubits: Current State of Play	2019	1,467

Links

Download BibTeX · Download RIS · DOI · Open access copy · OpenAlex record

Topics

Quantum Computing Algorithms and Architecture	Computer Science
Quantum Information and Cryptography	Computer Science
Quantum-Dot Cellular Automata	Computer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

supports7 author record(s) attached.
supports47 reference(s) recorded.
neutralThe DOI carries no year to check against.
supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:49+00:00.

sha256 a2172c1bbe00c44b…