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JMLR
2008
230views more  JMLR 2008»
13 years 8 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...
PAMI
2007
162views more  PAMI 2007»
13 years 8 months ago
Hidden Conditional Random Fields
Ariadna Quattoni, Sy Bor Wang, Louis-Philippe More...