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Approximate message passing algorithms for rotationally invariant matrices

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Unifying AMP Algorithms for Rotationally-Invariant Models

math.ST · 2024-12-02 · conditional · novelty 6.0

The de-biasing coefficients of rotationally-invariant AMP are uniquely determined by a trace-free condition, and equal a polynomial in the divergence matrix with free-cumulant coefficients; two new AMP variants follow from the same template.

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  • Unifying AMP Algorithms for Rotationally-Invariant Models math.ST · 2024-12-02 · conditional · none · ref 21

    The de-biasing coefficients of rotationally-invariant AMP are uniquely determined by a trace-free condition, and equal a polynomial in the divergence matrix with free-cumulant coefficients; two new AMP variants follow from the same template.