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83
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ICML
2010
IEEE
15 years 1 months ago
Learning Tree Conditional Random Fields
Joseph K. Bradley, Carlos Guestrin
82
Voted
BIOINFORMATICS
2008
111views more  BIOINFORMATICS 2008»
15 years 23 days ago
An unsupervised conditional random fields approach for clustering gene expression time series
Chang-Tsun Li, Yinyin Yuan, Roland Wilson
140
Voted
JMLR
2008
230views more  JMLR 2008»
15 years 19 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...
98
Voted
BMCBI
2005
93views more  BMCBI 2005»
15 years 16 days ago
Identifying gene and protein mentions in text using conditional random fields
Ryan T. McDonald, Fernando Pereira