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» Discriminative Random Fields
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CORR
2006
Springer
103views Education» more  CORR 2006»
15 years 22 days ago
On Separation, Randomness and Linearity for Network Codes over Finite Fields
Siddharth Ray, Michelle Effros, Muriel Méda...
140
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JMLR
2008
230views more  JMLR 2008»
15 years 20 days 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...
100
Voted
BMCBI
2005
93views more  BMCBI 2005»
15 years 18 days ago
Identifying gene and protein mentions in text using conditional random fields
Ryan T. McDonald, Fernando Pereira