High-temperature Ising models on graphon random graphs have Gaussian spin statistics with covariance given by the graphon resolvent, yielding functional and Sobolev-space limits.
Causal effect estimation under network interference with mean-field methods.The Annals of Statistics, 53(6):2430–2461, 2025
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.PR 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Scaling Limits for Ising Models on Inhomogeneous Random Graphs and Applications
High-temperature Ising models on graphon random graphs have Gaussian spin statistics with covariance given by the graphon resolvent, yielding functional and Sobolev-space limits.