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Circuit Harmonic Matrices: A Spectral Framework for Quantum Machine Learning

Campbell, Kyle James Stuart et al.
arXiv (All) · Papers
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quantum-physics
Parametrised quantum circuits learn by adjusting gate parameters, while their design shapes the functions they can represent and how readily they learn them. We introduce the circuit harmonic matrix, a fixed matrix organising Fourier expansions over inputs and parameters. It makes the effects of enc
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