Han, Fang

13 publications

JMLR 2015 A Direct Estimation of High Dimensional Stationary Vector Autoregressions Fang Han, Huanran Lu, Han Liu

ICML 2015 Robust Estimation of Transition Matrices in High Dimensional Heavy-Tailed Vector Autoregressive Processes Huitong Qiu, Sheng Xu, Fang Han, Han Liu, Brian Caffo

NeurIPS 2015 Robust Portfolio Optimization Huitong Qiu, Fang Han, Han Liu, Brian Caffo

AISTATS 2014 Context Aware Group Nearest Shrunken Centroids in Large-Scale Genomic Studies Juemin Yang, Fang Han, Rafael A. Irizarry, Han Liu

JMLR 2013 CODA: High Dimensional Copula Discriminant Analysis Fang Han, Tuo Zhao, Han Liu

ICML 2013 Principal Component Analysis on Non-Gaussian Dependent Data Fang Han, Han Liu

NeurIPS 2013 Robust Sparse Principal Component Regression Under the High Dimensional Elliptical Model Fang Han, Han Liu

AISTATS 2013 Sparse Principal Component Analysis for High Dimensional Multivariate Time Series Zhaoran Wang, Fang Han, Han Liu

ICML 2013 Transition Matrix Estimation in High Dimensional Time Series Fang Han, Han Liu

ICML 2012 High Dimensional Semiparametric Gaussian Copula Graphical Models Han Liu, Fang Han, Ming Yuan, John D. Lafferty, Larry A. Wasserman

NeurIPS 2012 Semiparametric Principal Component Analysis Fang Han, Han Liu

NeurIPS 2012 Transelliptical Component Analysis Fang Han, Han Liu

NeurIPS 2012 Transelliptical Graphical Models Han Liu, Fang Han, Cun-hui Zhang