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Accelerated Sparse Bayesian Learning via Screening Test and Its Applications

Jul 08, 2020
Yiping Jiang, Tianshi Chen

* 15 pages, 23 figures 

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DWM: A Decomposable Winograd Method for Convolution Acceleration

Feb 03, 2020
Di Huang, Xishan Zhang, Rui Zhang, Tian Zhi, Deyuan He, Jiaming Guo, Chang Liu, Qi Guo, Zidong Du, Shaoli Liu, Tianshi Chen, Yunji Chen

* Accepted by AAAI 2020 

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Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series

Apr 21, 2019
Feng Yin, Lishuo Pan, Xinwei He, Tianshi Chen, Sergios Theodoridis, Zhi-Quan, Luo

* 15 pages, 5 figures, submitted 

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BENCHIP: Benchmarking Intelligence Processors

Nov 25, 2017
Jinhua Tao, Zidong Du, Qi Guo, Huiying Lan, Lei Zhang, Shengyuan Zhou, Lingjie Xu, Cong Liu, Haifeng Liu, Shan Tang, Allen Rush, Willian Chen, Shaoli Liu, Yunji Chen, Tianshi Chen

* 37pages, 14 figures 

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Maximum Entropy Kernels for System Identification

Jan 15, 2016
Francesca Paola Carli, Tianshi Chen, Lennart Ljung

* Extends results of 2014 IEEE MSC Conference Proceedings (arXiv:1406.5706) 

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Regularized linear system identification using atomic, nuclear and kernel-based norms: the role of the stability constraint

Jul 02, 2015
Gianluigi Pillonetto, Tianshi Chen, Alessandro Chiuso, Giuseppe De Nicolao, Lennart Ljung


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On the Easiest and Hardest Fitness Functions

Feb 12, 2015
Jun He, Tianshi Chen, Xin Yao

* IEEE Transactions on evolutionary computation 19.2 (2015): 295-305 

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Scalable Anomaly Detection in Large Homogenous Populations

Sep 20, 2013
Henrik Ohlsson, Tianshi Chen, Sina Khoshfetrat Pakazad, Lennart Ljung, S. Shankar Sastry


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Novel Analysis of Population Scalability in Evolutionary Algorithms

May 10, 2013
Jun He, Tianshi Chen, Boris Mitavskiy


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A Large Population Size Can Be Unhelpful in Evolutionary Algorithms

Aug 11, 2012
Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao

* Theoretical Computer Science, vol. 436, 2012, pp. 54-70 
* 25 pages, 1 figure 

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Scaling Up Estimation of Distribution Algorithms For Continuous Optimization

Nov 09, 2011
Weishan Dong, Tianshi Chen, Peter Tino, Xin Yao


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The Impact of Mutation Rate on the Computation Time of Evolutionary Dynamic Optimization

Jun 03, 2011
Tianshi Chen, Yunji Chen, Ke Tang, Guoliang Chen, Xin Yao


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