LP Relaxation of the Potts Labeling Problem Is as Hard as Any Linear Program

In our recent work, we showed that solving the LP relaxation of the pairwise min-sum labeling problem (also known as MAP inference in graphical models or discrete energy minimization) is not much easier than solving any linear program. Precisely, the general linear program reduces in linear time (as...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 39(2017), 7 vom: 18. Juli, Seite 1469-1475
Auteur principal: Prusa, Daniel (Auteur)
Autres auteurs: Werner, Tomas
Format: Article en ligne
Langue:English
Publié: 2017
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't