Structured Sparsity of Convolutional Neural Networks via Nonconvex Sparse Group Regularization

Frontiers in Applied Mathematics and Statistics

Kevin Bui¹  Yingyong Qi¹  Shuai Zhang¹  Jack Xin¹  Fredrick Park² 

[1] Irvine, CA, United States;Whittier, CA, United States;

关键词: deep learning;    sparsity;    nonconvex optimization;    sparse group lasso;    feature selection;   

DOI  :  10.3389/fams.2020.529564

来源: Frontiers

【 授权许可】

CC BY