PDF-ingfromlinearprogramming(LP)relaxationsofMAPin-ference(MAP-LPs)ofpairw
1AsimilarapproachhasbeenproposedforexactMAPbyNoesneretal15MoreoverSarkheletal18haverecentlyshownthatMAPoverMLNscanbereducedtoMAPoverMarkovnetworksiftheMLNhasveryrestrictivepropertiesIncontras
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