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Jun Zhu

Tsinghua University

Contrastive Feature Induction for Efficient Structure Learning of Conditional Random Fields


Jun 28, 2014
Ni Lao, Jun Zhu


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Dropout Training for Support Vector Machines


Apr 16, 2014
Ning Chen, Jun Zhu, Jianfei Chen, Bo Zhang


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Bayesian Inference with Posterior Regularization and applications to Infinite Latent SVMs


Feb 12, 2014
Jun Zhu, Ning Chen, Eric P. Xing

* 49 pages, 11 figures 

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Online Bayesian Passive-Aggressive Learning


Dec 12, 2013
Tianlin Shi, Jun Zhu

* 10 Pages. ICML 2014, Beijing, China 

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Gibbs Max-margin Topic Models with Data Augmentation


Oct 10, 2013
Jun Zhu, Ning Chen, Hugh Perkins, Bo Zhang

* 35 pages 

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Discriminative Relational Topic Models


Oct 09, 2013
Ning Chen, Jun Zhu, Fei Xia, Bo Zhang


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Improved Bayesian Logistic Supervised Topic Models with Data Augmentation


Oct 09, 2013
Jun Zhu, Xun Zheng, Bo Zhang

* 9 pages, ACL 2013 

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Max-Margin Nonparametric Latent Feature Models for Link Prediction


Jun 18, 2012
Jun Zhu

* ICML2012 

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Sparse Topical Coding


Feb 14, 2012
Jun Zhu, Eric P. Xing


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MedLDA: A General Framework of Maximum Margin Supervised Topic Models


Dec 30, 2009
Jun Zhu, Amr Ahmed, Eric P. Xing

* Journal of Machine Learning Research, 13(Aug): 2237--2278, 2012 
* 27 Pages 

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