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Showing results 20 to 39 of 47 < previous   next >
Publication DateArticle TitleAuthor(s)
Feb-2014The fastclime Package for Linear Programming and Large-Scale Precision Matrix Estimation in R.Pang, Haotian; Liu, Han; Vanderbei, Robert J.
2013Feature selection in high-dimensional classificationKolar, Mladen; Liu, Han
1-Jan-2013Feature selection in high-dimensional classificationKolar, Mladen; Liu, Han
Feb-2017A general theory of hypothesis tests and confidence regions for sparse high dimensional modelsNing, Yang; Liu, Han
6-Feb-2015Generalized Alternating Direction Method of Multipliers: New Theoretical Insights and ApplicationsFang, Ethan X.; He, Bingsheng; Liu, Han; Yuan, Xiaoming
2014Graph Estimation From Multi-Attribute DataKolar, Mladen; Liu, Han; Xing, Eric P.
Mar-2017High dimensional semiparametric latent graphical model for mixed dataFan, Jianqing; Liu, Han; Ning, Yang; Zou, Hui
Oct-2014High Dimensional Semiparametric Scale-Invariant Principal Component AnalysisHan, Fang; Liu, Han
19-Mar-2013How to draw the line in biomedical researchHuang, Lisa; Rattner, Amir; Liu, Han; Nathans, Jeremy
2016Joint estimation of multiple graphical models from high dimensional time seriesQiu, Huitong; Han, Fang; Liu, Han; Caffo, Brian
1-Jan-2016A lasso-based sparse knowledge gradient policy for sequential optimal learningLi, Yan; Liu, Han; Powell, Warren B.
2015Local smoothness in variance reduced optimizationVainsencher, Daniel; Liu, Han; Zhang, Tong
1-Jan-2015Local smoothness in variance reduced optimizationVainsencher, Daniel; Liu, Han; Zhang, Tong
2016Low-rank and sparse structure pursuit via alternating minimizationGu, Quanquan; Wang, Zhaoran; Liu, Han
2013Markov Network Estimation From Multi-attribute DataKolar, Mladen; Liu, Han; Xing, Eric P.
2018Max-norm optimization for robust matrix recoveryFang, Ethan X; Liu, Han; Toh, Kim-Chuan; Zhou, Wen-Xin
1-Jan-2018Minimax-optimal privacy-preserving sparse PCA in distributed systemsGe, Jason; Wang, Zhaoran; Wang, Mengdi; Liu, Han
2014Multivariate Regression with CalibrationLiu, Han; Wang, Lie; Zhao, Tuo
2018Near-optimal stochastic approximation for online principal component estimationLi, CJ; Wang, Mengdi; Liu, Han; Zhang, T
2015Non-convex statistical optimization for sparse tensor graphical modelSun, W; Wang, Z; Liu, Han; Cheng, G