Quantum machine learning — citation graph of key research
Explore the most influential research on quantum machine learning as an interactive citation graph on Constellation. The papers below are connected by direct citations and shared references — open any one to center the graph on it and discover related work.
Top papers on quantum machine learning
- Quantum machine learning
Jacob Biamonte, Péter Wittek, Nicola Pancotti et al. — 2017 · Nature · 4,722 citations - An introduction to quantum machine learning
Maria Schuld, Ilya Sinayskiy, Francesco Petruccione — 2014 · Contemporary Physics · 1,365 citations - Challenges and opportunities in quantum machine learning
Marco Cerezo, Guillaume Verdon, Hsin-Yuan Huang et al. — 2022 · Nature Computational Science · 692 citations - An introduction to quantum machine learning
Maria Schuld, Ilya Sinayskiy, Francesco Petruccione — 2014 · 383 citations - Power of data in quantum machine learning
Hsin-Yuan Huang, Michael Broughton, Masoud Mohseni et al. — 2021 · Nature Communications · 870 citations - Quantum Machine Learning in Feature Hilbert Spaces
Maria Schuld, Nathan Killoran — 2019 · Physical Review Letters · 1,798 citations - Quantum machine learning: a classical perspective
Carlo Ciliberto, Mark Herbster, Alessandro Davide Ialongo et al. — 2018 · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 517 citations - Quantum Machine Learning—An Overview
Kyriaki A. Tychola, Τheofanis Kalampokas, George A. Papakostas — 2023 · Electronics · 113 citations - Recent advances in quantum machine learning
Yao Zhang, Qiang Ni — 2020 · Quantum Engineering · 149 citations - Quantum machine learning for image classification
Arsenii Senokosov, Alexandr Sedykh, Asel Sagingalieva et al. — 2024 · Machine Learning Science and Technology · 176 citations - Quantum Machine Learning: A tutorial
José D. Martín‐Guerrero, Lucas Lamata — 2021 · Neurocomputing · 106 citations - Quantum Machine Learning: A Review and Case Studies
Amine Zeguendry, Zahi Jarir, Mohamed Quafafou — 2023 · Entropy · 197 citations