Quantum Machine Learning

237 papers for year 2020

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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All sources 237 arXiv preprints 196 Crossref 22 Europe PMC 12 DOAJ 7

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Showing 25-36 of 237

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

Bilinear dynamic mode decomposition for quantum control

Andy Goldschmidt, Eurika Kaiser, Jonathan L. Dubois, Steven L. Brunton, J. Nathan Kutz

2020 arXiv arXiv preprint

Bootstrapping quantum process tomography via a perturbative ansatz.

Govia LCG, Ribeill GJ, Ristè D, Ware M, Krovi H.

2020 Europe PMC Nat Commun

Chaos and Complexity from Quantum Neural Network: A study with Diffusion Metric in Machine Learning

Sayantan Choudhury, Ankan Dutta, Debisree Ray

2020 arXiv arXiv preprint

Characterizing the loss landscape of variational quantum circuits

Patrick Huembeli, Alexandre Dauphin

2020 arXiv arXiv preprint

Circuit-based quantum random access memory for classical data with continuous amplitudes

Tiago M. L. de Veras, Ismael C. S. de Araujo, Daniel K. Park, Adenilton J. da Silva

2020 arXiv arXiv preprint

Classical and quantum random-walk centrality measures in multilayer networks

Lucas Böttcher, Mason A. Porter

2020 arXiv arXiv preprint

Classical symmetries and the Quantum Approximate Optimization Algorithm

Ruslan Shaydulin, Stuart Hadfield, Tad Hogg, Ilya Safro

2020 arXiv arXiv preprint

Comment on 'Semi-Quantum Private Comparison Based on Bell States'

You-Lin Chen, Yu-Chin Lu, Zhong-Xuan Lin, Tzonelih Hwang

2020 arXiv arXiv preprint

Comparative study of variational quantum circuit and quantum backpropagation multilayer perceptron for COVID-19 outbreak predictions

Pranav Kairon, Siddhartha Bhattacharyya

2020 arXiv arXiv preprint

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