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» Combinatorial Markov Random Fields
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JMLR
2008
230views more  JMLR 2008»
13 years 11 months ago
Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks
Log-linear and maximum-margin models are two commonly-used methods in supervised machine learning, and are frequently used in structured prediction problems. Efficient learning of...
Michael Collins, Amir Globerson, Terry Koo, Xavier...
IVC
2008
65views more  IVC 2008»
13 years 10 months ago
A novel pixon-representation for image segmentation based on Markov random field
Lei Lin, Litao Zhu, Faguo Yang, Tianzi Jiang