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SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks

Aug 19, 2020
Weijing Tang, Jiaqi Ma, Qiaozhu Mei, Ji Zhu


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Community models for partially observed networks from surveys

Aug 09, 2020
Tianxi Li, Elizaveta Levina, Ji Zhu


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High-dimensional Gaussian graphical model for network-linked data

Jul 04, 2019
Tianxi Li, Cheng Qian, Elizaveta Levina, Ji Zhu


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A Flexible Generative Framework for Graph-based Semi-supervised Learning

May 26, 2019
Jiaqi Ma, Weijing Tang, Ji Zhu, Qiaozhu Mei


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Online Multi-Object Tracking with Dual Matching Attention Networks

Feb 02, 2019
Ji Zhu, Hua Yang, Nian Liu, Minyoung Kim, Wenjun Zhang, Ming-Hsuan Yang

* Accepted by ECCV 2018 

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Covariance-Insured Screening

May 17, 2018
Kevin He, Jian Kang, Hyokyoung Grace Hong, Ji Zhu, Yanming Li, Huazhen Lin, Han Xu, Yi Li


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Network cross-validation by edge sampling

May 09, 2018
Tianxi Li, Elizaveta Levina, Ji Zhu


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Link prediction for egocentrically sampled networks

Mar 12, 2018
Yun-Jhong Wu, Elizaveta Levina, Ji Zhu


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Estimating network edge probabilities by neighborhood smoothing

Jul 08, 2017
Yuan Zhang, Elizaveta Levina, Ji Zhu

* 22 pages, 4 figures, 3 table 

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Generalized linear models with low rank effects for network data

May 18, 2017
Yun-Jhong Wu, Elizaveta Levina, Ji Zhu


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Classification with Ultrahigh-Dimensional Features

Nov 04, 2016
Yanming Li, Hyokyoung Hong, Jian Kang, Kevin He, Ji Zhu, Yi Li


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High-dimensional Mixed Graphical Models

Aug 19, 2016
Jie Cheng, Tianxi Li, Elizaveta Levina, Ji Zhu


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Community Detection in Networks with Node Features

Sep 03, 2015
Yuan Zhang, Elizaveta Levina, Ji Zhu

* Electronic Journal of Statistics, Volume 10, Number 2 (2016), 3153-3178 
* 16 pages, 5 pages 

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Detecting Overlapping Communities in Networks Using Spectral Methods

Mar 12, 2015
Yuan Zhang, Elizaveta Levina, Ji Zhu

* 29 pages, 2 figures, 3 tables 

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Link prediction for partially observed networks

Jan 29, 2013
Yunpeng Zhao, Elizaveta Levina, Ji Zhu


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Sparse Ising Models with Covariates

Sep 27, 2012
Jie Cheng, Elizaveta Levina, Pei Wang, Ji Zhu

* 32 pages (including 5 pages of appendix), 3 figures, 2 tables 

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Piecewise linear regularized solution paths

Aug 16, 2007
Saharon Rosset, Ji Zhu

* Annals of Statistics 2007, Vol. 35, No. 3, 1012-1030 
* Published at http://dx.doi.org/10.1214/009053606000001370 in the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical Statistics (http://www.imstat.org

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