Provable Identifiability of Two-Layer ReLU Neural Networks via LASSO Regularization

Gen Li, Ganghua Wang, Jie Ding

LASSO regularization is a popular regression tool to enhance the prediction accuracy of statistical models by performing variable selection through the ${\ell }_1$ penalty, initially…