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Keyword

quantum machine learning

Description: An interdisciplinary field combining quantum computing with machine learning to develop or apply algorithms using quantum information processing.
Wikidata ID: wiki/Q18811578
OpenAlex ID: keywords/quantum-machine-learning
Quantum machine learning
2017 · Jacob Biamonte, Peter Wittek, et al. · Nature · 4,730
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Supervised learning with quantum-enhanced feature spaces
2019 · Vojtěch Havlíček, Antonio D. Córcoles, et al. · Nature · 2,532
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Barren plateaus in quantum neural network training landscapes
2018 · Jarrod R. McClean, Sergio Boixo, et al. · Nature Communications · 2,291
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Quantum Support Vector Machine for Big Data Classification
2014 · Patrick Rebentrost, Masoud Mohseni, et al. · Physical Review Letters · 1,940
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Quantum Machine Learning in Feature Hilbert Spaces
2019 · Maria Schuld, Nathan Killoran · Physical Review Letters · 1,805
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Noisy intermediate-scale quantum algorithms
2022 · Kishor Bharti, Alba Cervera-Lierta, et al. · Reviews of Modern Physics · 1,725
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Quantum circuit learning
2018 · K. Mitarai, M. Negoro, et al. · Physical Review A · 1,621
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An introduction to quantum machine learning
2014 · Maria Schuld, Ilya Sinayskiy, et al. · Contemporary Physics · 1,366
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Parameterized quantum circuits as machine learning models
2019 · Marcello Benedetti, Erika Lloyd, et al. · Quantum Science and Technology · 1,271
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Whither the Future of Controlling Quantum Phenomena?
2000 · Herschel Rabitz, Regina de Vivie-Riedle, et al. · Science · 1,149
The power of quantum neural networks
2021 · Amira Abbas, David Sutter, et al. · Nature Computational Science · 1,063
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Machine learning & artificial intelligence in the quantum domain: a review of recent progress
2018 · Vedran Dunjko, Hans J Briegel · Reports on Progress in Physics · 1,056
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Cost function dependent barren plateaus in shallow parametrized quantum circuits
2021 · M. Cerezo, Akira Sone, et al. · Nature Communications · 1,035
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Circuit-centric quantum classifiers
2020 · Maria Schuld, Alex Bocharov, et al. · Physical Review A · 1,030
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Power of data in quantum machine learning
2021 · Hsin-Yuan Huang, Michael Broughton, et al. · Nature Communications · 872
Quantum Learning : Membiasakan belajar nyaman dan menyenangkan
1999 · Bobbi DePorter · Andalas University Repository (Andalas University) · 809
PennyLane: Automatic differentiation of hybrid quantum-classical computations
2018 · Bergholm, Ville, Izaac, Josh, et al. · arXiv (Cornell University) · 732
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Training deep quantum neural networks
2020 · Kerstin Beer, Dmytro Bondarenko, et al. · Nature Communications · 720
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Challenges and opportunities in quantum machine learning
2022 · M. Cerezo, Guillaume Verdon, et al. · Nature Computational Science · 695
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Supervised Learning with Quantum Computers
2018 · Maria Schuld, Francesco Petruccione · Quantum science and technology · 695
Data re-uploading for a universal quantum classifier
2020 · Adrián Pérez-Salinas, Alba Cervera-Lierta, et al. · Quantum · 690
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Quantum computing for finance: Overview and prospects
2019 · Román Orús, Samuel Mugel, et al. · Reviews in Physics · 678
Quantum Machine Learning for 6G Communication Networks: State-of-the-Art and Vision for the Future
2019 · Syed Junaid Nawaz, Shree Krishna Sharma, et al. · IEEE Access · 646
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Quantum singular value transformation and beyond: exponential improvements for quantum matrix arithmetics
2019 · András Gilyén, Yuan Su, et al. · ACM SIGACT Symposium on Theory of Computing (STOC) · 644
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A rigorous and robust quantum speed-up in supervised machine learning
2021 · Yunchao Liu, Srinivasan Arunachalam, et al. · Nature Physics · 615
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Works count: 14,600
Citation count: 132,400
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