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Extensions to the Proximal Distance of Method of Constrained Optimization


Sep 02, 2020
Alfonso Landeros , Oscar Hernan Madrid Padilla , Hua Zhou , Kenneth Lange

* 35 pages (22 main text, 10 appendices, 3 references), 9 tables, 1 figure 

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2-bit Model Compression of Deep Convolutional Neural Network on ASIC Engine for Image Retrieval


May 08, 2019
Bin Yang , Lin Yang , Xiaochun Li , Wenhan Zhang , Hua Zhou , Yequn Zhang , Yongxiong Ren , Yinbo Shi


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Matrix Linear Discriminant Analysis


Sep 24, 2018
Wei Hu , Weining Shen , Hua Zhou , Dehan Kong


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A Novel Co-design Peta-scale Heterogeneous Cluster for Deep Learning Training


May 18, 2018
Xin Chen , Hua Zhou , Yuxiang Gao , Yu Zhu

* 23 pages, 4 figures, 1 table 

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Provable Convex Co-clustering of Tensors


Mar 17, 2018
Eric C. Chi , Brian R. Gaines , Will Wei Sun , Hua Zhou , Jian Yang


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Deep Neural Network Capacity


Feb 18, 2018
Aosen Wang , Hua Zhou , Wenyao Xu , Xin Chen

* There is an error in Average Valid Bits computation in figure 1 in page 2 

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ChineseFoodNet: A large-scale Image Dataset for Chinese Food Recognition


Oct 15, 2017
Xin Chen , Yu Zhu , Hua Zhou , Liang Diao , Dongyan Wang

* 8 pages, 5 figure, 2 tables 

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Algorithms for Fitting the Constrained Lasso


Oct 28, 2016
Brian R. Gaines , Hua Zhou


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Distance Majorization and Its Applications


Jun 11, 2013
Eric C. Chi , Hua Zhou , Kenneth Lange

* Mathematical Programming Series A, 146:409-436, 2014 
* 29 pages, 6 figures 

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