275 citations
- Artificial Intelligence Research InstituteES5 papers
- Universitat de ValènciaES5 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Institut de Mécanique Céleste et de Calcul des ÉphéméridesFR3 papers
- Laboratoire d’études spatiales et d’instrumentation en astrophysiqueFR3 papers
- Sorbonne UniversitéFR3 papers
- Southwest Research InstituteUS3 papers
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- Université Paris CitéFR3 papers
- Université Paris Sciences et LettresFR3 papers
- California Polytechnic State UniversityUS2 papers
- Center for Astrophysics Harvard & SmithsonianUS2 papers
Showing quant-phShow all
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quant-ph2024★ 2 cited
Quantum Active Learning
Yongcheng Ding, Yue Ban, Mikel Sanz +2
Quantum machine learning, as an extension of classical machine learning that harnesses quantum mechanics, facilitates effiient learning from data encoded in quantum states. Trainin…
quant-ph2024★ 9 cited
Digital-analog quantum convolutional neural networks for image classification
Anton Simen, Carlos Flores-Garrigos, Narendra N. Hegade +6
We propose digital-analog quantum kernels for enhancing the detection of complex features in the classification of images. We consider multipartite-entangled analog blocks, stemmin…
quant-ph2023★ 4 cited
Dropout is all you need: robust two-qubit gate with reinforcement learning
Tian-Niu Xu, Yongcheng Ding, José D. Martín-Guerrero +1
In the realm of quantum control, reinforcement learning, a prominent branch of machine learning, emerges as a competitive candidate for computer-assisted optimal design for experim…