Quantum Machine Learning

3,901 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 3205-3216 of 3,901

Advances in Quantum-Secure Banking: Cryptographic Solutions

Timothy Olatunji Ogundola

2020 Crossref International Journal of Science and Research Archive

An Algorithm for Fast Supervised Learning in Variational Circuits through Simultaneous Processing of Multiple Samples

Siddharth Dangwal, Ritvik Sharma, Debanjan Bhowmik

2020 arXiv arXiv preprint

An experiment to test the discreteness of time

Marios Christodoulou, Andrea Di Biagio, Pierre Martin-Dussaud

2020 arXiv arXiv preprint

An improved quantum-inspired algorithm for linear regression

András Gilyén, Zhao Song, Ewin Tang

2020 arXiv arXiv preprint

Analysis of five techniques for the internal representation of a digital image inside a quantum processor

Sundaraja Sitharama Iyengar, Latesh K. J. Kumar, Mario Mastriani

2020 arXiv arXiv preprint

Analyzing non-equilibrium quantum states through snapshots with artificial neural networks

A. Bohrdt, S. Kim, A. Lukin, M. Rispoli, R. Schittko, M. Knap, M. Greiner, J. Léonard

2020 arXiv arXiv preprint

Anomaly detection with variational quantum generative adversarial networks

Daniel Herr, Benjamin Obert, Matthias Rosenkranz

2020 arXiv arXiv preprint

Application of Quantum Machine Learning using the Quantum Variational Classifier Method to High Energy Physics Analysis at the LHC on IBM Quantum Computer Simulator and Hardware with 10 qubits

Sau Lan Wu, Jay Chan, Wen Guan, Shaojun Sun, Alex Wang, Chen Zhou, Miron Livny, Federico Carminati, Alberto Di Meglio, Andy C. Y. Li, Joseph Lykken, Panagiotis Spentzouris, Samuel Yen-Chi Chen, Shinjae Yoo, Tzu-Chieh Wei

2020 arXiv arXiv preprint

Architecture aware compilation of quantum circuits via lazy synthesis

Simon Martiel, Timothée Goubault de Brugière

2020 arXiv arXiv preprint

Automatic virtual voltage extraction of a 2x2 array of quantum dots with machine learning

Giovanni A. Oakes, Jingyu Duan, John J. L. Morton, Alpha Lee, Charles G. Smith, M. Fernando Gonzalez Zalba

2020 arXiv arXiv preprint

Barren plateaus preclude learning scramblers

Zoë Holmes, Andrew Arrasmith, Bin Yan, Patrick J. Coles, Andreas Albrecht, Andrew T. Sornborger

2020 arXiv arXiv preprint

Benchmarking 50-Photon Gaussian Boson Sampling on the Sunway TaihuLight

Yuxuan Li, Mingcheng Chen, Yaojian Chen, Haitian Lu, Lin Gan, Chaoyang Lu, Jianwei Pan, Haohuan Fu, Guangwen Yang

2020 arXiv arXiv preprint
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