Author

Duy Thuc Nguyen

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Preprint Oct 2026

Quantitative Universality of Approximate Message Passing for Rank-One Quadratic Sensing

Approximate Message Passing (AMP) algorithms are attractive as they are computationally efficient and simultaneously admit a precise characterization in terms of the low-dimensional"state-evolution"recursion. In this work, we establish quantitative universality for AMP with centered rank-one sensing matrices $Z_i=(x_ix...

Duy Thuc Nguyen, Yue M. Lu, Subhabrata Sen · 0 citations