Lei Yang

Model-free Variable Selection in Reproducing Kernel Hilbert Space

Lei Yang, Junhui Wang, Shaogao Lv, 2016, J. Mach. Learn. Res..

Online Bootstrap Confidence Intervals for the Stochastic Gradient Descent Estimator

Lei Yang, Jinfeng Xu, Yixin Fang, 2018, J. Mach. Learn. Res..

Variable selection for partially linear models via learning gradients

Junhui Wang, Yixin Fang, Y. Shao, 2017 .

On Scalable Inference with Stochastic Gradient Descent pdf

Lei Yang, Jinfeng Xu, Yixin Fang, 2017, ArXiv.

Reduced-Rank Modeling for High-Dimensional Model-Based Clustering

Lei Yang, Shiqian Ma, Junhui Wang, 2018, Journal of Computational Mathematics.

Online Bootstrap Confidence Intervals for the Stochastic Gradient Descent Estimator

Yixin Fang, Jinfeng Xu, Lei Yang, 2018, Journal of machine learning research.