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Solving Markov Random Fields using Second Order Cone Programming

Solving Markov Random Fields using Second Order Cone Programming. Aim: To obtain accurate MAP estimate of Markov Random Fields. Results. Solving MRFs using SOCP Relaxations. Choice of S. Subgraph Matching. Desirable to eliminate Y (which squares #variables) by using slack variables.

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Solving Markov Random Fields using Second Order Cone Programming