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Multiplication of certain non-commuting random variables

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Spectrum of Directed Inhomogeneous Random Graphs

math.PR · 2026-07-09 · conditional · novelty 7.0

The spectrum of directed inhomogeneous random graphs follows a non-homogeneous circular law, with finite-rank outliers exhibiting explicit Gaussian fluctuations at scale sqrt(s_n/n).

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  • Spectrum of Directed Inhomogeneous Random Graphs math.PR · 2026-07-09 · conditional · none · ref 19

    The spectrum of directed inhomogeneous random graphs follows a non-homogeneous circular law, with finite-rank outliers exhibiting explicit Gaussian fluctuations at scale sqrt(s_n/n).