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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Xavier Bonet-Monroig

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Open access Jul 2026

The role of data-induced randomness in quantum machine learning classification tasks

A metric for binary classification tasks, the class margin, is introduced, which analytically connects data-induced randomness with classification accuracy for a given data-embedding map, demonstrating its ability to identify data-induced randomness that hinders classification performance.

Berta Casas, Xavier Bonet-Monroig, Adrián Pérez-Salinas · 0 citations

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