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» Discriminative Random Fields
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153
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CORR
2006
Springer
103views Education» more  CORR 2006»
15 years 7 months ago
On Separation, Randomness and Linearity for Network Codes over Finite Fields
Siddharth Ray, Michelle Effros, Muriel Méda...
249
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JMLR
2008
230views more  JMLR 2008»
15 years 7 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...
174
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BMCBI
2005
93views more  BMCBI 2005»
15 years 7 months ago
Identifying gene and protein mentions in text using conditional random fields
Ryan T. McDonald, Fernando Pereira
138
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TIP
1998
90views more  TIP 1998»
15 years 7 months ago
ML parameter estimation for Markov random fields with applications to Bayesian tomography
Suhail S. Saquib, Charles A. Bouman, Ken D. Sauer