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Publication DateArticle TitleAuthor(s)
2016Soft Null Hypotheses: A Case Study of Image Enhancement Detection in Brain LesionsShou, Haochang; Shinohara, Russell T; Liu, Han; Reich, Daniel S; Crainiceanu, Ciprian M
2014Sparse Covariance Matrix Estimation With Eigenvalue ConstraintsLiu, Han; Wang, Lie; Zhao, Tuo
2015Robust estimation of transition matrices in high dimensional heavy-tailed vector autoregressive processesQiu, H; Xu, S; Han, F; Liu, H; Caffo, B
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
2012Sparse additive machineZhao, T; Liu, H
2012Smooth-projected neighborhood pursuit for high-dimensional nonparanormal graph estimationZhao, T; Roeder, K; Liu, H
8-Dec-2013The Self-Financing Equation in High Frequency MarketsCarmona, Rene; Webster, Kevin
2017Adaptivity to Noise Parameters in Nonparametric Active LearningLocatelli, Andrea; Carpentier, Alexandra; Kpotufe, Samory
2018An Adaptive Strategy for Active Learning with Smooth Decision BoundaryLocatelli, Andrea; Carpentier, Alexandra; Kpotufe, Samory