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Publication DateArticle TitleAuthor(s)
22-Feb-2018Pathwise coordinate optimization for sparse learning: Algorithm and theoryZhao, T; Liu, H; Zhang, T
2014Positive Semidefinite Rank-Based Correlation Matrix Estimation With Application to Semiparametric Graph EstimationZhao, Tuo; Roeder, Kathryn; Liu, Han
2016On the statistical limits of convex relaxations: A case studyWang, Z; Gu, Q; Liu, H
2014Mode estimation for high dimensional discrete tree graphical modelsChen, C; Liu, H; Metaxas, DN; Zhao, T
2016Online ICA: Understanding Global Dynamics of Nonconvex Optimization via Diffusion ProcessesLi, CJ; Wang, Z; Liu, H
15-Nov-2016Editorial: Recent Advances and Challenges on Big Data Analysis in NeuroimagingKang, Jian; Caffo, Brian; Liu, Han
2017Mining Massive Amounts of Genomic Data: A Semiparametric Topic Modeling ApproachFang, EX; Li, MD; Jordan, MI; Liu, H
2016Sparse median graphs estimation in a high-dimensional semiparametric modelHan, Fang; Han, Xiaoyan; Liu, Han; Caffo, Brian
2013Robust Sparse Principal Component Regression under the High Dimensional Elliptical ModelHan, F; Liu, H
Feb-2015Optimal Feature Selection in High-Dimensional Discriminant AnalysisKolar, Mladen; Liu, Han