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Greedy Direction Method of Multiplier for MAP Inference of Large Output Domain

Maximum-a-Posteriori (MAP) inference lies at the heart of Graphical Models and Structured Prediction. Despite the intractability of exact MAP inference, approximate methods based on LP relaxations have exhibited superior performance across a wide range of applications. Yet for problems involving lar...

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Podrobná bibliografie
Vydáno v:JMLR Workshop Conf Proc
Hlavní autoři: Huang, Xiangru, Huang, Qixing, Yen, Ian E.H., Ravikumar, Pradeep, Zhang, Ruohan, Dhillon, Inderjit S.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2017
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5581664/
https://ncbi.nlm.nih.gov/pubmed/28871273
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