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Universality in Learning from Linear Measurements

math.ST · 2019-06-20 · unverdicted · novelty 7.0

The number of linear measurements for perfect structured signal recovery depends only on first and second moments of the measurement distribution, reducing analysis to the Gaussian case and yielding 3n measurements for PhaseLift phase retrieval.

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  • Universality in Learning from Linear Measurements math.ST · 2019-06-20 · unverdicted · none · ref 27

    The number of linear measurements for perfect structured signal recovery depends only on first and second moments of the measurement distribution, reducing analysis to the Gaussian case and yielding 3n measurements for PhaseLift phase retrieval.