Quantum Machine Learning

416 papers for year 2023

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 416 arXiv preprints 328 Crossref 63 Europe PMC 15 PubMed 2 DOAJ 8

Showing 349-360 of 416

Shallow quantum circuits for deeper problems

Adrián Pérez-Salinas, Radoica Draškić, Jordi Tura, Vedran Dunjko

2023 Crossref Physical Review A

Significant improvement of fidelity for encoded quantum bell pairs at long and short-distance communication along with generalized circuit.

Shubha SEU, Rahman MS, Mahdy MRC.

2023 Europe PMC Heliyon

Singlet-triplet-state readout in silicon-metal-oxide-semiconductor double quantum dots

Rong-Long Ma, Sheng-Kai Zhu, Zhen-Zhen Kong, Tai-Ping Sun, Ming Ni, Yu-Chen Zhou, Yuan Zhou, Gang Luo, Gang Cao, Gui-Lei Wang, Hai-Ou Li, Guo-Ping Guo

2023 arXiv arXiv preprint

SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers

Daniel Silver, Tirthak Patel, Aditya Ranjan, Harshitta Gandhi, William Cutler, Devesh Tiwari

2023 arXiv arXiv preprint

Small insulator target detection based on multi‐feature fusion

Minan Tang, Kai Liang, Jiandong Qiu

2023 DOAJ IET Image Processing

Solving Logistic-Oriented Bin Packing Problems Through a Hybrid Quantum-Classical Approach

Sebastián V. Romero, Eneko Osaba, Esther Villar-Rodriguez, Antón Asla

2023 arXiv arXiv preprint

Solving rescheduling problems in heterogeneous urban railway networks using hybrid quantum-classical approach

Mátyás Koniorczyk, Krzysztof Krawiec, Ludmila Botelho, Nikola Bešinović, Krzysztof Domino

2023 arXiv arXiv preprint

Solving The Vehicle Routing Problem via Quantum Support Vector Machines

Nishikanta Mohanty, Bikash K. Behera, Christopher Ferrie

2023 arXiv arXiv preprint

Space-Efficient and Noise-Robust Quantum Factoring

Seyoon Ragavan, Vinod Vaikuntanathan

2023 arXiv arXiv preprint

Spectral Density Classification For Environment Spectroscopy

Jessica Barr, Giorgio Zicari, Alessandro Ferraro, Mauro Paternostro

2023 arXiv arXiv preprint

Speed limits of two-qubit gates with qudits

Bora Basyildiz, Casey Jameson, Zhexuan Gong

2023 arXiv arXiv preprint

Squeezing as a resource for time series processing in quantum reservoir computing

Jorge García-Beni, Gian Luca Giorgi, Miguel C. Soriano, Roberta Zambrini

2023 arXiv arXiv preprint
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