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F. Novaes

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#machine learning Preprint Sep 2026

Fourier Analysis of Parametrized Interactive Quantum Classifiers

Interactive Quantum Classifiers (IQCs) constitute a family of quantum machine learning models inspired by open quantum systems, in which the interaction between a target qubit and an environment is described by a Hamiltonian. Previous works introduced alternative Hamiltonian parameterizations and showed empirically tha...

F. Novaes, Fernando M. de Paula, J. V. Cardoso · 0 citations