Showing results 29 to 47 of 47
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Publication Date | Article Title | Author(s) |
2016 | Joint estimation of multiple graphical models from high dimensional time series | Qiu, Huitong; Han, Fang; Liu, Han; Caffo, Brian |
1-Jan-2016 | A lasso-based sparse knowledge gradient policy for sequential optimal learning | Li, Yan; Liu, Han; Powell, Warren B. |
1-Jan-2015 | Local smoothness in variance reduced optimization | Vainsencher, Daniel; Liu, Han; Zhang, Tong |
2015 | Local smoothness in variance reduced optimization | Vainsencher, Daniel; Liu, Han; Zhang, Tong |
2016 | Low-rank and sparse structure pursuit via alternating minimization | Gu, Quanquan; Wang, Zhaoran; Liu, Han |
2013 | Markov Network Estimation From Multi-attribute Data | Kolar, Mladen; Liu, Han; Xing, Eric P. |
2018 | Max-norm optimization for robust matrix recovery | Fang, Ethan X; Liu, Han; Toh, Kim-Chuan; Zhou, Wen-Xin |
1-Jan-2018 | Minimax-optimal privacy-preserving sparse PCA in distributed systems | Ge, Jason; Wang, Zhaoran; Wang, Mengdi; Liu, Han |
2014 | Multivariate Regression with Calibration | Liu, Han; Wang, Lie; Zhao, Tuo |
2018 | Near-optimal stochastic approximation for online principal component estimation | Li, CJ; Wang, Mengdi; Liu, Han; Zhang, T |
2015 | Non-convex statistical optimization for sparse tensor graphical model | Sun, W; Wang, Z; Liu, Han; Cheng, G |
1-Jan-2015 | A nonconvex optimization framework for low rank matrix estimation | Zhao, Tuo; Wang, Zhaoran; Liu, Han |
Feb-2016 | An overview of the estimation of large covariance and precision matrices | Fan, Jianqing; Liao, Yuan; Liu, Han |
2016 | A partially linear framework for massive heterogeneous data | Zhao, Tianqi; Cheng, Guang; Liu, Han |
Aug-2015 | QUADRO: A supervised dimension reduction method via Rayleigh quotient optimization | Fan, Jianqing; Ke, Zheng Tracy; Liu, Han; Xia, Lucy |
Sep-2016 | Revisiting compressed sensing: exploiting the efficiency of simplex and sparsification methods | Vanderbei, Robert J.; Lin, Kevin; Liu, Han; Wang, Lie |
Oct-2016 | Robust inference of risks of large portfolios | Fan, Jianqing; Han, Fang; Liu, Han; Vickers, Byron |
Jun-2013 | Statistical analysis of big data on pharmacogenomics | Fan, Jianqing; Liu, Han |
Jan-2014 | A Strictly Contractive Peaceman--Rachford Splitting Method for Convex Programming | He, Bingsheng; Liu, Han; Wang, Zhaoran; Yuan, Xiaoming |