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Fast Online EM for Big Topic Modeling



Jia Zeng , Zhi-Qiang Liu , Xiao-Qin Cao

* 14 pages, 12 figures in IEEE Transactions on Knowledge and Data Engineering, 2016 

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Heterogeneous Multi-task Learning for Human Pose Estimation with Deep Convolutional Neural Network



Sijin Li , Zhi-Qiang Liu , Antoni B. Chan


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ESSP: An Efficient Approach to Minimizing Dense and Nonsubmodular Energy Functions



Wei Feng , Jiaya Jia , Zhi-Qiang Liu

* 9 pages, 11 figures 

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A New Approach to Speeding Up Topic Modeling



Jia Zeng , Zhi-Qiang Liu , Xiao-Qin Cao

* 14 pages, 12 figures 

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Towards Big Topic Modeling



Jian-Feng Yan , Jia Zeng , Zhi-Qiang Liu , Yang Gao

* 14 pages 

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Communication-Efficient Parallel Belief Propagation for Latent Dirichlet Allocation



Jian-feng Yan , Zhi-Qiang Liu , Yang Gao , Jia Zeng

* 9 pages, 5 figures 

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Memory-Efficient Topic Modeling



Jia Zeng , Zhi-Qiang Liu , Xiao-Qin Cao

* 20 pages, 7 figures 

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Residual Belief Propagation for Topic Modeling



Jia Zeng , Xiao-Qin Cao , Zhi-Qiang Liu

* Advanced Data Mining and Applications Lecture Notes in Computer Science Volume 7713, 739-752, 2012 
* 6 pages, 8 figures 

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