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Ultrametric OGP - parametric RDT \emph{symmetric} binary perceptron connection

cs.LG · 2026-04-21 · unverdicted · novelty 7.0

Upper bounds on ultrametric OGPs at levels 1 and 2 for symmetric binary perceptrons are approximately 1.6578 and 1.6219, closely matching the 3rd and 4th lifting-level parametric RDT estimates, supporting conjectures that the algorithmic threshold equals the infinite-level limits of both frameworks.

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  • Ultrametric OGP - parametric RDT \emph{symmetric} binary perceptron connection cs.LG · 2026-04-21 · unverdicted · none · ref 9

    Upper bounds on ultrametric OGPs at levels 1 and 2 for symmetric binary perceptrons are approximately 1.6578 and 1.6219, closely matching the 3rd and 4th lifting-level parametric RDT estimates, supporting conjectures that the algorithmic threshold equals the infinite-level limits of both frameworks.