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MAP estimation in MRFs via rank aggregation

MAP estimation in MRFs via rank aggregation. Rahul Gupta Sunita Sarawagi (IBM India Research Lab) (IIT Bombay). Background. Approximate MAP estimation a must for complex models used in collective inference tasks Min-cuts, belief propagation, mean field, sampling

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MAP estimation in MRFs via rank aggregation