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» Maximum margin planning

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ICML
2009
IEEE

174views Machine Learning» more ICML 2009»

MedLDA: maximum margin supervised topic models for regression and classification

16 years 4 months ago

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Supervised topic models utilize document's side information for discovering predictive low dimensional representations of documents; and existing models apply likelihoodbased...

Jun Zhu, Amr Ahmed, Eric P. Xing

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122

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ICML
2008
IEEE

197views Machine Learning» more ICML 2008»

Laplace maximum margin Markov networks

16 years 4 months ago

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We propose Laplace max-margin Markov networks (LapM3 N), and a general class of Bayesian M3 N (BM3 N) of which the LapM3 N is a special case with sparse structural bias, for robus...

Jun Zhu, Eric P. Xing, Bo Zhang

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SDM
2009
SIAM

113views Data Mining» more SDM 2009»

Local Relevance Weighted Maximum Margin Criterion for Text Classification.

16 years 19 days ago