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 85-96 of 237

Image Classification via Quantum Machine Learning

Héctor Iván García Hernández, Raymundo Torres Ruiz, Guo-Hua Sun

2020 arXiv arXiv preprint

Implementation of a Hamming distance-like genomic quantum classifier using inner products on ibmqx2 and ibmq_16_melbourne.

Kathuria K, Ratan A, McConnell M, Bekiranov S.

2020 Europe PMC Quantum Mach Intell

Implementing Bilinear Interpolation on Quantum Images

Fei Yan, Shan Zhao, Salvador E. Venegas-Andraca

2020 arXiv arXiv preprint

Information Processing Capacity of Spin-Based Quantum Reservoir Computing Systems

R. Martínez-Peña, J. Nokkala, G. L. Giorgi, R. Zambrini, M. C. Soriano

2020 arXiv arXiv preprint

Interpretable and unsupervised phase classification

Julian Arnold, Frank Schäfer, Martin Žonda, Axel U. J. Lode

2020 arXiv arXiv preprint

Introducing Materials for Quantum Technology

Jason M Smith

2020 Crossref Materials for Quantum Technology

Ising formulations of routing optimization problems

Daniel Jaroszewski, Fabian Klos, Benedikt Sturm

2020 arXiv arXiv preprint

Lackadaisical quantum walks on triangular and honeycomb 2D grids

Nikolajs Nahimovs

2020 arXiv arXiv preprint

Laplacian Eigenmaps with variational circuits: a quantum embedding of graph data

Slimane Thabet, Jean-Francois Hullo

2020 arXiv arXiv preprint

Learning on-top: regressing the on-top pair density for real-space visualization of electron correlation

Alberto Fabrizio, Ksenia R. Briling, David D. Girardier, Clemence Corminboeuf

2020 arXiv arXiv preprint

Learning phase transitions in ferrimagnetic GdFeCo alloys

N. A. Koritsky, S. V. Solov'yov, A. K. Fedorov, A. K. Zvezdin

2020 arXiv arXiv preprint

Learning temporal data with variational quantum recurrent neural network

Yuto Takaki, Kosuke Mitarai, Makoto Negoro, Keisuke Fujii, Masahiro Kitagawa

2020 arXiv arXiv preprint
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