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An Analysis of Convex Relaxations for MAP Estimation

An Analysis of Convex Relaxations for MAP Estimation. Aim: To analyze Maximum a Posteriori (MAP) estimation methods based on convex relaxations. Comparing Relaxations. Two New SOCP Relaxations. Domination. For all ( u , P ). For at least one ( u , P ). All LP-S constraints. SOCP-C. a.

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Cycle socp - PowerPoint PPT Presentation

An Analysis of Convex Relaxations for MAP Estimation