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26

ICML
2010
IEEE

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Learning Tree Conditional Random Fields

13 years 12 months ago

Learning Tree Conditional Random Fields

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Joseph K. Bradley, Carlos Guestrin

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25

BIOINFORMATICS
2008

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An unsupervised conditional random fields approach for clustering gene expression time series

13 years 11 months ago

An unsupervised conditional random fields approach for clustering gene expression time series

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Chang-Tsun Li, Yinyin Yuan, Roland Wilson

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8

CMOT
2008

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Conditional random fields for entity extraction and ontological text coding

13 years 11 months ago

Conditional random fields for entity extraction and ontological text coding

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Jana Diesner, Kathleen M. Carley

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43

JMLR
2008

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Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks

13 years 11 months ago

Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks

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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...

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33

BMCBI
2005

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Identifying gene and protein mentions in text using conditional random fields

13 years 10 months ago

Identifying gene and protein mentions in text using conditional random fields

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Ryan T. McDonald, Fernando Pereira

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