Quantum Machine Learning

101 papers for year 2019

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 101 arXiv preprints 70 Crossref 9 Europe PMC 15 PubMed 4 DOAJ 3

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Eigenstate extraction with neural-network tomography

Abhijeet Melkani, Clemens Gneiting, Franco Nori

2019 arXiv arXiv preprint

Encrypt me! A game-based approach to Bell inequalities and quantum cryptography

Andrea López-Incera, Andreas Hartmann, Wolfgang Dür

2019 arXiv arXiv preprint

Entaglement-Based Quantum Mean Estimator Circuit

Amanuel Tamirat

2019 arXiv arXiv preprint

Evaluation of the spectrum of a quantum system using machine learning based on incomplete information about the wavefunctions

Gennadiy Burlak

2019 arXiv arXiv preprint

Experimental Measurement of the Hilbert-Schmidt Distance between Two-Qubit States as a Means for Reducing the Complexity of Machine Learning.

Trávníček V, Bartkiewicz K, Černoch A, Lemr K.

2019 Europe PMC Phys Rev Lett

Experimental quantum kernel machine learning with nuclear spins in a solid

Takeru Kusumoto, Kosuke Mitarai, Keisuke Fujii, Masahiro Kitagawa, Makoto Negoro

2019 arXiv arXiv preprint

Experimentally attacking quantum money schemes based on quantum retrieval games.

Jiráková K, Bartkiewicz K, Černoch A, Lemr K.

2019 Europe PMC Sci Rep

Fairness evaluation during the conceptual design of heat grids with quantum annealers

Kelvin Loh

2019 arXiv arXiv preprint

Gaussian Process Regression Models for the Prediction of Hydrogen Bond Acceptor Strengths.

Bauer CA, Schneider G, Göller AH

2019 PubMed Molecular informatics

Geometry of learning neural quantum states

Chae-Yeun Park, Michael J. Kastoryano

2019 arXiv arXiv preprint

Gossip algorithm with nonuniform clock distribution: Optimization over classical and quantum networks

Saber Jafarizadeh

2019 Crossref Optimal Control Applications and Methods

Hardware-Efficient Quantum Random Access Memory with Hybrid Quantum Acoustic Systems.

Hann CT, Zou CL, Zhang Y, Chu Y, Schoelkopf RJ, Girvin SM, Jiang L.

2019 Europe PMC Phys Rev Lett

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