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Enhancing Quantum Machine Learning: The Power of Non-Linear OpticalReproducing Kernels

2024-09-26

Abstract excerpt

<title>Abstract</title> <p>Amidst the array of quantum machine learning algorithms, the quantum kernel method has emerged as a focal point, primarily owing to its compatibility with noisy intermediate-scale quantum devices and its promise to achieve quantum advantage. This method operates by nonlinearly transforming data into feature space constructed with quantum states, enabling classification and regression ta...

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Literature Corpus work: ea10b78e-2c76-5b72-bf05-65ee94fbb788
DOI: 10.21203/rs.3.rs-4983681/v1

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