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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All sources 3957 arXiv preprints 2660 Crossref 606 OpenAlex 30 Europe PMC 290 PubMed 285 DOAJ 86

Showing 3601-3612 of 3,957

Comparing neural network based decoders for the surface code

Savvas Varsamopoulos, Koen Bertels, Carmen G. Almudever

2018 arXiv arXiv preprint

Constant Time Quantum search Algorithm Over A Datasets: An Experimental Study Using IBM Q Experience

Kunal Das, Arindam Sadhu

2018 arXiv arXiv preprint

Convexity and Operational Interpretation of the Quantum Information Bottleneck Function

Nilanjana Datta, Christoph Hirche, Andreas Winter

2018 arXiv arXiv preprint

Designing ground states of Hopfield networks for quantum state preparation

Clemens Dlaska, Lukas M. Sieberer, Wolfgang Lechner

2018 arXiv arXiv preprint

Double Quantum Image Encryption Based on Arnold Transform and Qubit Random Rotation.

Liu X, Xiao D, Liu C.

2018 Europe PMC Entropy (Basel)

Efficiently measuring a quantum device using machine learning

D. T. Lennon, H. Moon, L. C. Camenzind, Liuqi Yu, D. M. Zumbühl, G. A. D. Briggs, M. A. Osborne, E. A. Laird, N. Ares

2018 arXiv arXiv preprint

Evaluating analytic gradients on quantum hardware

Maria Schuld, Ville Bergholm, Christian Gogolin, Josh Izaac, Nathan Killoran

2018 arXiv arXiv preprint

Evolutionary Transition in the Late Neogene Planktonic Foraminiferal Genus Truncorotalia

Russell D.C. Bicknell, Katie S. Collins, Martin Crundwell, Michael Hannah, James S. Crampton, Nicolás E. Campione

2018 DOAJ iScience

Experimental Realization of a Quantum Autoencoder: The Compression of Qutrits via Machine Learning

Alex Pepper, Nora Tischler, Geoff J. Pryde

2018 arXiv arXiv preprint

Extracting many-particle entanglement entropy from observables using supervised machine learning

Richard Berkovits

2018 arXiv arXiv preprint

Fast and High-Fidelity Readout of Single Trapped-Ion Qubit via Machine Learning Methods

Zi-Han Ding, Jin-Ming Cui, Yun-Feng Huang, Chuan-Feng Li, Tao Tu, Guang-Can Guo

2018 arXiv arXiv preprint

From categories to anyons: a travelogue

Kerstin Beer, Dmytro Bondarenko, Alexander Hahn, Maria Kalabakov, Nicole Knust, Laura Niermann, Tobias J. Osborne, Christin Schridde, Stefan Seckmeyer, Deniz E. Stiegemann, Ramona Wolf

2018 arXiv arXiv preprint
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