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Generative learning of time series with holographic quantum circuit sampling

Zhang, Bingzhi et al.
arXiv (All) · Papers
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quantum-physics
Quantum generative models face growing qubit requirements and concentrated loss landscapes when learning long time series. Here we introduce holographic quantum circuit sampling (HQCS), which combines mid-circuit measurements, qubit reuse and independently parameterized temporal blocks to generate t
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