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Publication DateArticle TitleAuthor(s)
2015Optimal linear estimation under unknown nonlinear transformYi, X; Wang, Z; Caramanis, C; Liu, H
2017Provable sparse tensor decompositionSun, Will Wei; Lu, Junwei; Liu, Han; Cheng, Guang
2014Optimal Tests of Treatment Effects for the Overall Population and Two Subpopulations in Randomized Trials, Using Sparse Linear ProgrammingRosenblum, Michael; Liu, Han; Yen, En-Hsu
2014Scale-Invariant Sparse PCA on High-Dimensional Meta-Elliptical DataHan, Fang; Liu, Han
2016Replicates in high dimensions, with applications to latent variable graphical modelsTan, Kean Ming; Ning, Yang; Witten, Daniela M; Liu, Han
2012Semiparametric principal component analysisHan, F; Liu, H
2013Principal component analysis on non-gaussian dependent dataHan, F; Liu, H
2012Smooth-projected neighborhood pursuit for high-dimensional nonparanormal graph estimationZhao, T; Roeder, K; Liu, H
2018Post-regularization inference for time-varying nonparanormal graphical modelsLu, J; Kolar, M; Liu, H
22-Feb-2018Pathwise coordinate optimization for sparse learning: Algorithm and theoryZhao, T; Liu, H; Zhang, T