Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting

Feb 25, 2020
Qiquan Shi, Jiaming Yin, Jiajun Cai, Andrzej Cichocki, Tatsuya Yokota, Lei Chen, Mingxuan Yuan, Jia Zeng

* Accepted by AAAI 2020 

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Transfer Learning-Based Outdoor Position Recovery with Telco Data

Dec 10, 2019
Yige Zhang, Aaron Yi Ding, Jorg Ott, Mingxuan Yuan, Jia Zeng, Kun Zhang, Weixiong Rao


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Fast Online EM for Big Topic Modeling

Dec 07, 2015
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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A New Approach to Speeding Up Topic Modeling

Apr 08, 2014
Jia Zeng, Zhi-Qiang Liu, Xiao-Qin Cao

* 14 pages, 12 figures 

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Towards Big Topic Modeling

Nov 17, 2013
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

Jun 11, 2012
Jian-feng Yan, Zhi-Qiang Liu, Yang Gao, Jia Zeng

* 9 pages, 5 figures 

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Memory-Efficient Topic Modeling

Jun 08, 2012
Jia Zeng, Zhi-Qiang Liu, Xiao-Qin Cao

* 20 pages, 7 figures 

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Residual Belief Propagation for Topic Modeling

Apr 30, 2012
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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A Topic Modeling Toolbox Using Belief Propagation

Apr 05, 2012
Jia Zeng

* Journal of Machine Learning Research (13) 2233-2236, 2012 
* 4 pages 

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Learning Topic Models by Belief Propagation

Mar 24, 2012
Jia Zeng, William K. Cheung, Jiming Liu

* IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 33, Number 5, Pages 1121-1134, 2013 
* 14 pages, 17 figures 

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Higher-Order Markov Tag-Topic Models for Tagged Documents and Images

Sep 25, 2011
Jia Zeng, Wei Feng, William K. Cheung, Chun-Hung Li

* 13 pages, 9 figures 

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