Author

Adrián Pérez-Salinas

h-index 8 View on Semantic Scholar

We have 1 of 14 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

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 · npj Quantum Information · 0 citations