1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.AP2022
A Neural Network Based Method with Transfer Learning for Genetic Data Analysis
Jinghang Lin, Shan Zhang, Qing Lu
Transfer learning has emerged as a powerful technique in many application problems, such as computer vision and natural language processing. However, this technique is largely igno…
math.ST2020
Asymptotic Theory of Expectile Neural Networks
Jinghang Lin, Xiaoxi Shen, Qing Lu
Neural networks are becoming an increasingly important tool in applications. However, neural networks are not widely used in statistical genetics. In this paper, we propose a new n…
stat.AP2020★ 1 cited
Expectile Neural Networks for Genetic Data Analysis of Complex Diseases
Jinghang Lin, Xiaoran Tong, Chenxi Li +1
The genetic etiologies of common diseases are highly complex and heterogeneous. Classic statistical methods, such as linear regression, have successfully identified numerous geneti…