Quantum Machine Learning

256 papers for year 2021

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All sources 256 arXiv preprints 208 Crossref 29 Europe PMC 14 DOAJ 5

Showing 73-84 of 256

Generalized quantum circuit differentiation rules

Oleksandr Kyriienko, Vincent E. Elfving

2021 arXiv arXiv preprint

Generation of 1 Gb full entropy random numbers with the enhanced-NRBG method

Deepika Aggarwal, Karthick Balaji R, Rohit Ghatikar, Sruthi Chennuri, Anindita Banerjee

2021 arXiv arXiv preprint

Generative Quantum Learning of Joint Probability Distribution Functions

Elton Yechao Zhu, Sonika Johri, Dave Bacon, Mert Esencan, Jungsang Kim, Mark Muir, Nikhil Murgai, Jason Nguyen, Neal Pisenti, Adam Schouela, Ksenia Sosnova, Ken Wright

2021 arXiv arXiv preprint

Generative Quantum Machine Learning

Christa Zoufal

2021 arXiv arXiv preprint

Geometry of Information: classical and quantum aspects

Noemie Combe, Yuri I. Manin, Matilde Marcolli

2021 arXiv arXiv preprint

Hamiltonian simulation algorithms for near-term quantum hardware.

Clinton L, Bausch J, Cubitt T.

2021 Europe PMC Nat Commun

Hessian-based toolbox for reliable and interpretable machine learning in physics

Anna Dawid, Patrick Huembeli, Michał Tomza, Maciej Lewenstein, Alexandre Dauphin

2021 arXiv arXiv preprint

High robustness quantum walk search algorithm with qudit Householder traversing coin, machine learning study

Hristo Tonchev, Petar Danev

2021 arXiv arXiv preprint

High-quality Thermal Gibbs Sampling with Quantum Annealing Hardware

Jon Nelson, Marc Vuffray, Andrey Y. Lokhov, Tameem Albash, Carleton Coffrin

2021 arXiv arXiv preprint

Hybrid Classical-Quantum Autoencoder for Anomaly Detection

Alona Sakhnenko, Corey O'Meara, Kumar J. B. Ghosh, Christian B. Mendl, Giorgio Cortiana, Juan Bernabé-Moreno

2021 arXiv arXiv preprint

Hybrid Classical-Quantum Deep Learning Models for Autonomous Vehicle Traffic Image Classification Under Adversarial Attack

Reek Majumder, Sakib Mahmud Khan, Fahim Ahmed, Zadid Khan, Frank Ngeni, Gurcan Comert, Judith Mwakalonge, Dimitra Michalaka, Mashrur Chowdhury

2021 arXiv arXiv preprint

Hybrid quantum-classical machine learning for generative chemistry and drug design

A. I. Gircha, A. S. Boev, K. Avchaciov, P. O. Fedichev, A. K. Fedorov

2021 arXiv arXiv preprint
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