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 181-192 of 237

QuGAN: A Quantum State Fidelity based Generative Adversarial Network

Samuel A. Stein, Betis Baheri, Daniel Chen, Ying Mao, Qiang Guan, Ang Li, Bo Fang, Shuai Xu

2020 arXiv arXiv preprint

Quingo: A Programming Framework for Heterogeneous Quantum-Classical Computing with NISQ Features

The Quingo Development Team

2020 arXiv arXiv preprint

Qutrit-inspired Fully Self-supervised Shallow Quantum Learning Network for Brain Tumor Segmentation

Debanjan Konar, Siddhartha Bhattacharyya, Bijaya K. Panigrahi, Elizabeth Behrman

2020 arXiv arXiv preprint

Rapid characterisation of linear-optical networks via PhaseLift

Daniel Suess, Nicola Maraviglia, Richard Kueng, Alexandre Maïnos, Chris Sparrow, Toshikazu Hashimoto, Nobuyuki Matsuda, David Gross, Anthony Laing

2020 arXiv arXiv preprint

Realizing a quantum generative adversarial network using a programmable superconducting processor

Kaixuan Huang, Zheng-An Wang, Chao Song, Kai Xu, Hekang Li, Zhen Wang, Qiujiang Guo, Zixuan Song, Zhi-Bo Liu, Dongning Zheng, Dong-Ling Deng, H. Wang, Jian-Guo Tian, Heng Fan

2020 arXiv arXiv preprint

Reinforcement Learning with Quantum Variational Circuits

Owen Lockwood, Mei Si

2020 arXiv arXiv preprint

Residual Matrix Product State for Machine Learning

Ye-Ming Meng, Jing Zhang, Peng Zhang, Chao Gao, Shi-Ju Ran

2020 arXiv arXiv preprint

Resource prioritization and balancing for the quantum internet

Laszlo Gyongyosi, Sandor Imre

2020 Crossref Scientific Reports

Reverse Annealing for Nonnegative/Binary Matrix Factorization

John Golden, Daniel O'Malley

2020 arXiv arXiv preprint

Robust calibration of multiparameter sensors via machine learning at the single-photon level

Valeria Cimini, Emanuele Polino, Mauro Valeri, Ilaria Gianani, Nicolò Spagnolo, Giacomo Corrielli, Andrea Crespi, Roberto Osellame, Marco Barbieri, Fabio Sciarrino

2020 arXiv arXiv preprint

Robust in Practice: Adversarial Attacks on Quantum Machine Learning

Haoran Liao, Ian Convy, William J. Huggins, K. Birgitta Whaley

2020 arXiv arXiv preprint

Robustness Verification of Quantum Classifiers

Ji Guan, Wang Fang, Mingsheng Ying

2020 arXiv arXiv preprint

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