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quant-ph2025
Privacy-preserving neutral atom-based quantum classifier towards real healthcare applications
Ettore Canonici, Filippo Caruso
Technological advances in Artificial Intelligence (AI) and Machine Learning (ML) for the healthcare domain are rapidly arising, with a growing discussion regarding the ethical mana…
quant-ph2024
QUBO-based SVM for credit card fraud detection on a real QPU
Ettore Canonici, Filippo Caruso
Among all the physical platforms for the realization of a Quantum Processing Unit (QPU), neutral atom devices are emerging as one of the main players. Their scalability, long coher…
quant-ph2023
Machine-learning based noise characterization and correction on neutral atoms NISQ devices
Ettore Canonici, Stefano Martina, Riccardo Mengoni +2
Neutral atoms devices represent a promising technology that uses optical tweezers to geometrically arrange atoms and modulated laser pulses to control the quantum states. A neutral…