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Ebrahim Ardeshir-Larijani

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#machine learning Preprint Sep 2026

Hierarchical Fourier Approximation for Variational Quantum Distribution Learning

An end-to-end expected learning guarantee is proved where the approximation term is determined by the omitted Fourier mass, while a normalized unbiased estimator yields an explicit statistical bound for empirical truncations.

Taha Hoseinpour Asli, Sajjad Hashemian, Ebrahim Ardeshir-Larijani · 0 citations