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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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 39(2017), 7 vom: 18. Juli, Seite 1469-1475
1. Verfasser: Prusa, Daniel (VerfasserIn)
Weitere Verfasser: Werner, Tomas
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2017
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't