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Author

Will Perkins

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Preprint Sep 2026

Local large deviations for triangles in sparse random graphs

We revisit a classic topic in probabilistic combinatorics, the lower-tail large-deviation problem for triangles in the random graph $G(n,p)$. Here we aim for first-order asymptotics for the quantity $\mathbb{P}[X=k]$ with $X$ the number of triangles in $G(n,p)$ and $0 \le k \le (1-\epsilon) \mathbb{E}X$, in the sparse...

Jade Lintott, Will Perkins, Corrine Yap · 0 citations
Preprint Aug 2026

Structural Corrections to the Bethe Approximation of the Permanent

We study deterministic approximation algorithms for the permanent of a nonnegative matrix through the Bethe permanent, an approximation computable in polynomial time. The tight analysis of Anari and Rezaei gives a universal comparison between the permanent and the Bethe permanent within a factor $(\sqrt 2)^n$. The simp...

Ijay Narang, Will Perkins · 4 citations
Preprint Aug 2026

The Hard-Core Model on Bipartite Spectral Expanders: Counting and Sampling at All Fugacities

The main idea is to introduce a family of quadratic tilts in the left-right occupation imbalance and show that each tilted measure can be sampled efficiently using Glauber dynamics, and obtain efficient approximate counting and sampling at every fugacity $\lambda>0$ whenever.

Ijay Narang, Will Perkins · 0 citations

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