Universality conjecture for positive-discrepancy entry distributions
Universality conjecture for positive-discrepancy entry distributions
Let be a probability measure with mean and variance , and define its discrepancy by
Let denote the scaling exponent of the runtime of -reluctant dynamics. Positive-discrepancy universality conjecture. is a constant independent of for any “sufficiently nice” with mean , variance , and discrepancy . This identifies positive-discrepancy distributions as a proposed universality class for the runtime exponent, but the claim remains conjectural.
Sources & referencesView supporting material
Primary source
Grace Liu and Dmitriy Kunisky, “Empirical universality and non-universality of local dynamics in the Sherrington-Kirkpatrick model”, arXiv:2511.17428 (2026).
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