Quantum Machine Learning Publications

Publications in Quantum Machine Learning

Explore the most influential research papers and scholarly works that have shaped Quantum Machine Learning. Use the concept filter below to focus on a specific sub-area of research.

Quantum Machine Learning

3.9K

Publications

239.8K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Quantum machine learning Jacob Biamonte, Péter Wittek, Nicola Pancotti, Nature Quantum ScienceEngineeringQuantum ComputingQuantum Optimization AlgorithmQuantum Machine Learning	2017	4.1K
Supervised learning with quantum-enhanced feature spaces Vojtěch Havlíček, Antonio Córcoles, Kristan Temme, Nature Quantum ScienceEngineeringMachine LearningQuantum ComputingQuantum-enhanced Feature Spaces	2019	2.1K
A Quantum Adiabatic Evolution Algorithm Applied to Random Instances of an NP-Complete Problem Edward Farhi, Jeffrey Goldstone, Sam Gutmann, Science Quantum ScienceRandom InstancesEngineeringQuantum ComputingPhysics	2001	2K
A Quantum Approximate Optimization Algorithm Edward Farhi, Jeffrey Goldstone, Sam Gutmann arXiv (Cornell University) Quantum ScienceEngineeringQuantum ComputingGraph TheoryQuantum Optimization Algorithm	2014	1.8K
Teaching lasers to control molecules Richard Judson, Herschel Rabitz Physical Review Letters PhotonicsQuantum ScienceEngineeringQuantum ComputingPhysics	1992	1.6K
Quantum computational chemistry Sam McArdle, Suguru Endo, Alán Aspuru‐Guzik, Reviews of Modern Physics Quantum ScienceSmall Quantum ComputersQuantum ComputingPhysicsEngineering	2020	1.5K
Bulk Spin-Resonance Quantum Computation Neil Gershenfeld, Isaac L. Chuang Science EngineeringMany-body Quantum PhysicQuantum ComputationMagnetic ResonanceComputational Chemistry	1997	1.5K
Noisy intermediate-scale quantum algorithms Kishor Bharti, Alba Cervera-Lierta, Thi Ha Kyaw, Reviews of Modern Physics Quantum ScienceEngineeringQuantum ComputingPhysicsMachine Learning	2022	1.5K
QUANTUM ESTIMATION FOR QUANTUM TECHNOLOGY Matteo G. A. Paris International Journal of Quantum Information Quantum ScienceQuantum SecurityOptimization ProcedureQuantum ComputingPhysics	2009	1.5K
Quantum circuit learning Kosuke Mitarai, Makoto Negoro, Masahiro Kitagawa, Physical review. A/Physical review, A Quantum ScienceEngineeringQuantum ComputingPhysicsMachine Learning	2018	1.5K
Quantum Machine Learning in Feature Hilbert Spaces Maria Schuld, Nathan Killoran Physical Review Letters Quantum ScienceEngineeringQuantum ComputingMachine LearningData Science	2019	1.4K
Simulated Quantum Computation of Molecular Energies Alán Aspuru‐Guzik, Anthony D. Dutoi, Peter J. Love, Science Stretched Hydrogen MoleculeEngineeringComputational ChemistryChemistryMolecular Computing	2005	1.4K

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