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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Showing 3577-3588 of 3,957

Towards Optimal Separations between Quantum and Randomized Query Complexities

Avishay Tal

2019 arXiv arXiv preprint

Training of quantum circuits on a hybrid quantum computer.

Zhu D, Linke NM, Benedetti M, Landsman KA, Nguyen NH, Alderete CH, Perdomo-Ortiz A, Korda N, Garfoot A, Brecque C, Egan L, Perdomo O, Monroe C.

2019 Europe PMC Sci Adv

Transfer learning in hybrid classical-quantum neural networks

Andrea Mari, Thomas R. Bromley, Josh Izaac, Maria Schuld, Nathan Killoran

2019 arXiv arXiv preprint

Update of prior probabilities by minimal divergence

Jan Naudts

2019 arXiv arXiv preprint

Variational Quantum Algorithms for Dimensionality Reduction and Classification

Jin-Min Liang, Shu-Qian Shen, Ming Li, Lei Li

2019 arXiv arXiv preprint

Variational Quantum Circuits for Quantum State Tomography

Yong Liu, Dongyang Wang, Shichuan Xue, Anqi Huang, Xiang Fu, Xiaogang Qiang, Ping Xu, He-Liang Huang, Mingtang Deng, Chu Guo, Xuejun Yang, Junjie Wu

2019 arXiv arXiv preprint

Yao.jl: Extensible, Efficient Framework for Quantum Algorithm Design

Xiu-Zhe Luo, Jin-Guo Liu, Pan Zhang, Lei Wang

2019 arXiv arXiv preprint

64-qubit quantum circuit simulation.

Chen ZY, Zhou Q, Xue C, Yang X, Guo GC, Guo GP.

2018 Europe PMC Sci Bull (Beijing)

A belief propagation algorithm based on domain decomposition

Brad Lackey

2018 arXiv arXiv preprint

A Comparison of the Bravyi-Kitaev and Jordan-Wigner Transformations for the Quantum Simulation of Quantum Chemistry.

Tranter A, Love PJ, Mintert F, Coveney PV.

2018 Europe PMC J Chem Theory Comput

A framework for algorithm deployment on cloud-based quantum computers

Sukin Sim, Yudong Cao, Jonathan Romero, Peter D. Johnson, Alan Aspuru-Guzik

2018 arXiv arXiv preprint

A machine learning approach to the Berezinskii-Kosterlitz-Thouless transition in classical and quantum models

M. Richter-Laskowska, H. Khan, N. Trivedi, M. M. Maśka

2018 arXiv arXiv preprint
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