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» Discriminative Random Fields
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CORR
2006
Springer
103views Education» more  CORR 2006»
15 years 2 months ago
On Separation, Randomness and Linearity for Network Codes over Finite Fields
Siddharth Ray, Michelle Effros, Muriel Méda...
162
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JMLR
2008
230views more  JMLR 2008»
15 years 2 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...
76
Voted
PAMI
2006
109views more  PAMI 2006»
15 years 2 months ago
Fuzzy Markov Random Fields versus Chains for Multispectral Image Segmentation
Fabien Salzenstein, Christophe Collet
112
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BMCBI
2005
93views more  BMCBI 2005»
15 years 2 months ago
Identifying gene and protein mentions in text using conditional random fields
Ryan T. McDonald, Fernando Pereira
95
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TIP
1998
90views more  TIP 1998»
15 years 2 months ago
ML parameter estimation for Markov random fields with applications to Bayesian tomography
Suhail S. Saquib, Charles A. Bouman, Ken D. Sauer