AI RESEARCH
Domain size asymptotics for Markov logic networks
arXiv CS.AI
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ArXi:2509.04192v2 Announce Type: replace A Marko logic network (MLN) $\mathbb{M}$ determines a probability distribution $\mathbb{P}_n^\mathbb{M}$ on the set $\mathbf{W}_n$ of structures, or ``possible worlds'', with domain $\{1, \ldots, n\}$. We study the properties of such distributions as $n$ tends to infinity.