4 citations · 4 across the 3 of their papers we have counts for
3 papers
stat.ML2022
Distribution Estimation of Contaminated Data via DNN-based MoM-GANs
Fang Xie, Lihu Xu, Qiuran Yao +1
This paper studies the distribution estimation of contaminated data by the MoM-GAN method, which combines generative adversarial net (GAN) and median-of-mean (MoM) estimation. We u…
math.ST2020
Consistency of Penalized Negative Binomial Regressions
Fang Xie, Zhijie Xiao
We prove the consistency of the penalized negative binomial regression (NBR). A real data application about German health care demand shows that the penalized NBR…
math.ST2017★ 4 cited
Sparse Poisson Regression with Penalized Weighted Score Function
Jinzhu Jia, Fang Xie, Lihu Xu
We proposed a new penalized method in this paper to solve sparse Poisson Regression problems. Being different from penalized log-likelihood estimation, our new method can…