Computing the M Most Probable Modes of a Graphical Model

Abstract

We introduce the M-Modes problem for graphical models: predicting the M label configurations of highest probability that are at the same time local maxima of the probability landscape. M-Modes have multiple possible applications: because they are intrinsically diverse, they provide a principled alternative to non-maximum suppression techniques for… (More)

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