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Superresolution without separation.Information and Inference: A Journal of the IMA, 7(1):1–30, 2018

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Model-agnostic super-resolution in high dimensions

cs.DS · 2025-11-11 · unverdicted · novelty 7.0

For general d-dimensional distributions, heavy-hitter reconstruction from Fourier coefficients requires and suffices with roughly exp(sqrt(d)) coefficients, versus exp(d) for Wasserstein distance.

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  • Model-agnostic super-resolution in high dimensions cs.DS · 2025-11-11 · unverdicted · none · ref 5

    For general d-dimensional distributions, heavy-hitter reconstruction from Fourier coefficients requires and suffices with roughly exp(sqrt(d)) coefficients, versus exp(d) for Wasserstein distance.