MAP Estimation for Graphical Models by Likelihood Maximization
Computing a maximum a posteriori (MAP) assignment in graphical models is a crucial inference problem for many practical applications. Several provably convergent approaches have been successfully developed using linear programming (LP) relaxation of the MAP problem. We present an alternative approac...
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| Main Authors: | , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2010
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| Online Access: | https://ink.library.smu.edu.sg/sis_research/2208 https://ink.library.smu.edu.sg/context/sis_research/article/3208/viewcontent/MAP_Estimation_for_Graphical_Models_by_Likelihood_Maximization.pdf |
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| Institution: | Singapore Management University |
| Language: | English |