Search Results for author: Xiaoxi Shen

Found 2 papers, 1 papers with code

A Sieve Quasi-likelihood Ratio Test for Neural Networks with Applications to Genetic Association Studies

no code implementations16 Dec 2022 Xiaoxi Shen, Chang Jiang, Lyudmila Sakhanenko, Qing Lu

Neural networks (NN) play a central role in modern Artificial intelligence (AI) technology and has been successfully used in areas such as natural language processing and image recognition.

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.

Cannot find the paper you are looking for? You can Submit a new open access paper.