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Mingjun Zhong

Dalian University of Tech.

Causal Effect Estimation using Variational Information Bottleneck


Oct 26, 2021
Zhenyu Lu, Yurong Cheng, Mingjun Zhong, George Stoian, Ye Yuan, Guoren Wang


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AREA: Adaptive Reference-set Based Evolutionary Algorithm for Multiobjective Optimisation


Oct 15, 2019
Shouyong Jiang, Hongru Li, Jinglei Guo, Mingjun Zhong, Shengxiang Yang, Marcus Kaiser, Natalio Krasnogor


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Trust-Region Variational Inference with Gaussian Mixture Models


Jul 10, 2019
Oleg Arenz, Mingjun Zhong, Gerhard Neumann


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Transfer Learning for Non-Intrusive Load Monitoring


Feb 23, 2019
Michele DIncecco, Stefano Squartini, Mingjun Zhong

* 10 pages, 8 Figures 

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Classification of normal/abnormal heart sound recordings based on multi-domain features and back propagation neural network


Oct 17, 2018
Hong Tang, Huaming Chen, Ting Li, Mingjun Zhong

* 2016 Computing in Cardiology Conference (CinC), IEEE, Vancouver, BC, 2016, pp. 593-596 
* 4 pages 

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Neural Control Variates for Variance Reduction


Jun 01, 2018
Zhanxing Zhu, Ruosi Wan, Mingjun Zhong


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Sequence-to-point learning with neural networks for nonintrusive load monitoring


Sep 18, 2017
Chaoyun Zhang, Mingjun Zhong, Zongzuo Wang, Nigel Goddard, Charles Sutton

* The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), 2018 
* 8 pages, 3 figures 

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Latent Bayesian melding for integrating individual and population models


Oct 30, 2015
Mingjun Zhong, Nigel Goddard, Charles Sutton

* 11 pages, Advances in Neural Information Processing Systems (NIPS), 2015. (Spotlight Presentation) 

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Bayesian Analysis for miRNA and mRNA Interactions Using Expression Data


Jun 30, 2014
Mingjun Zhong, Rong Liu, Bo Liu

* 21 pages, 11 figures, 8 tables 

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A Bayesian Approach to Approximate Joint Diagonalization of Square Matrices


Jun 18, 2012
Mingjun Zhong, Mark Girolami

* ICML2012 

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