An analysis of convex relaxations for MAP estimation

An analysis of convex relaxations for MAP estimation

The problem of obtaining the maximum a posteriori estimate of a general discrete random field (i.e. a random field defined using a finite and discrete set of labels) is known to be NP-hard. However, due to its central importance in many applications, several approximate algorithms have been proposed...

Полное описание

Библиографические подробности
Главные авторы:	Kumar, MP, Kolmogorov, V, Torr, PHS
Формат:	Conference item
Язык:	English
Опубликовано:	Curran Associates 2008

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