Quantum Machine Learning

3,957 papers

Quantum Machine Learning Research Context

This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.

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Showing 3457-3468 of 3,957

The Foundations of Quantum Mechanics in Post-War Italy's Cultural Context

Flavio Del Santo

2020 arXiv arXiv preprint

The power of quantum neural networks

Amira Abbas, David Sutter, Christa Zoufal, Aurélien Lucchi, Alessio Figalli, Stefan Woerner

2020 arXiv arXiv preprint

The Quantum Wasserstein Distance of Order 1

Giacomo De Palma, Milad Marvian, Dario Trevisan, Seth Lloyd

2020 arXiv arXiv preprint

The Raspberry Pi Auto-aligner: Machine Learning for Automated Alignment of Laser Beams

Renju S. Mathew, Roshan O'Donnell, Danielle Pizzey, Ifan G. Hughes

2020 arXiv arXiv preprint

Tight adaptive reprogramming in the QROM

Alex B. Grilo, Kathrin Hövelmanns, Andreas Hülsing, Christian Majenz

2020 arXiv arXiv preprint

Time-dependent atomic magnetometry with a recurrent neural network

Maryam Khanahmadi, Klaus Mølmer

2020 arXiv arXiv preprint

Toward a Holistic Understanding of the Formation and Growth of Atmospheric Molecular Clusters: A Quantum Machine Learning Perspective

Jonas Elm

2020 Crossref The Journal of Physical Chemistry A

Toward Trainability of Quantum Neural Networks

Kaining Zhang, Min-Hsiu Hsieh, Liu Liu, Dacheng Tao

2020 arXiv arXiv preprint

Towards Building A Facial Identification System Using Quantum Machine Learning Techniques

Philip Easom-McCaldin, Ahmed Bouridane, Ammar Belatreche, Richard Jiang

2020 arXiv arXiv preprint

Towards the design of chemical reactions: Machine learning barriers of competing mechanisms in reactant space

Stefan Heinen, Guido Falk von Rudorff, O. Anatole von Lilienfeld

2020 arXiv arXiv preprint

Training a quantum annealing based restricted Boltzmann machine on cybersecurity data

Vivek Dixit, Raja Selvarajan, Tamer Aldwairi, Yaroslav Koshka, Mark A. Novotny, Travis S. Humble, Muhammad A. Alam, Sabre Kais

2020 arXiv arXiv preprint

U(1) symmetric recurrent neural networks for quantum state reconstruction

Stewart Morawetz, Isaac J. S. De Vlugt, Juan Carrasquilla, Roger G. Melko

2020 arXiv arXiv preprint
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