Search Results for author: Jinghang Lin

Found 3 papers, 1 papers with code

Consistency of Neural Networks with Regularization

1 code implementation22 Jun 2022 Xiaoxi Shen, Jinghang Lin

For large scale data, due to the tremendous number of parameters in neural networks, overfitting is an issue in training neural networks.

A Neural Network Based Method with Transfer Learning for Genetic Data Analysis

no code implementations20 Jun 2022 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.

Transfer Learning

Expectile Neural Networks for Genetic Data Analysis of Complex Diseases

no code implementations26 Oct 2020 Jinghang Lin, Xiaoran Tong, Chenxi Li, Qing Lu

Similar to expectile regression, ENN provides a comprehensive view of relationships between genetic variants and disease phenotypes and can be used to discover genetic variants predisposing to sub-populations (e. g., high-risk groups).


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