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Publication DateArticle TitleAuthor(s)
2014Optimal computational and statistical rates of convergence for sparse nonconvex learning problemsWang, Zhaoran; Liu, Han; Zhang, Tong
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
2012Sparse additive machineZhao, T; Liu, H
2015Robust portfolio optimizationQiu, H; Han, F; Liu, H; Caffo, B
2017Stochastic compositional gradient descent: algorithms for minimizing compositions of expected-value functionsWang, Mengdi; Fang, Ethan X; Liu, Han
1-Jan-2017Basic models and questions in statistical network analysisRácz, Miklos Z; Bubeck, S
1-Jan-2014Approximating stochastic volatility by recombinant treesAkyildirim, E; Dolinsky, Y; Soner, H Mete