papers
Publications (22)
stat.ML2015
On the Feasibility of Distributed Kernel Regression for Big Data
Chen Xu, Yongquan Zhang, Runze Li
math.ST2008
One-step sparse estimates in nonconcave penalized likelihood models
Hui Zou, Runze Li
math.ST2012
Variable selection in linear mixed effects models
Yingying Fan, Runze Li
math.ST2008
Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models
Hui Zou, Runze Li
cond-mat.mtrl-sci2018
Ultrafast lattice deformations studied by means of time-resolved electron and x-ray diffraction
Runze Li, Kyle Sundqvist, Jie Chen +2
stat.AP2015
Bayesian group Lasso for nonparametric varying-coefficient models with application to functional genome-wide association studies
Jiahan Li, Zhong Wang, Runze Li +1
math.ST2013
Calibrating nonconvex penalized regression in ultra-high dimension
Lan Wang, Yongdai Kim, Runze Li
stat.ME2012
Feature Screening via Distance Correlation Learning
Runze Li, Wei Zhong, Liping Zhu
math.ST2005
Variable selection using MM algorithms
David R. Hunter, Runze Li
stat.ME2019
Distributed Feature Screening via Componentwise Debiasing
Xingxiang Li, Runze Li, Zhiming Xia +1
stat.AP2015
A fast algorithm for detecting gene-gene interactions in genome-wide association studies
Jiahan Li, Wei Zhong, Runze Li +1
math.ST2012
Estimation and testing for partially linear single-index models
Hua Liang, Xiang Liu, Runze Li +1
math.ST2006
Majorization framework for balanced lattice designs
Aijun Zhang, Kai-Tai Fang, Runze Li +1
math.ST2010
Variable selection in measurement error models
Yanyuan Ma, Runze Li
cond-mat.mtrl-sci2016
Femtosecond laser induced structural dynamics and melting of Cu (111) single crystal. An ultrafast time-resolved x-ray diffraction study
Runze Li, Omar A. Ashour, Jie Chen +2
math.ST2008
Variable selection in semiparametric regression modeling
Runze Li, Hua Liang
math.ST2016
Global solutions to folded concave penalized nonconvex learning
Hongcheng Liu, Tao Yao, Runze Li
cond-mat.mtrl-sci2016
Carrier emission of n-type Gallium Nitride illuminated by femtosecond laser pulses
Runze Li, Pengfei Zhu, Jie Chen +3
math.ST2013
Multivariate varying coefficient model for functional responses
Hongtu Zhu, Runze Li, Linglong Kong
cond-mat.mtrl-sci2017
Direct observation of ultrafast thermal and non-thermal lattice deformation of polycrystalline Aluminum film
Runze Li, Pengfei Zhu, Jie Chen +3
math.ST2011
New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models
Bo Kai, Runze Li, Hui Zou
math.ST2006
Statistical Challenges with High Dimensionality: Feature Selection in Knowledge Discovery
Jianqing Fan, Runze Li