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The Cross-Kernel Margin: A Robustness Measure for Quantum Kernel Methods

Govender, Saarisha et al.
arXiv (All) · Papers
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quantum-physics
Quantum devices in the current Noisy Intermediate-Scale Quantum (NISQ) era are inherently affected by noise, which can degrade the predictive performance of quantum machine learning models. In this work, we introduce a new margin-based robustness measure for Quantum Kernel-Assisted Support Vector Ma
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