1. Regularization for deep learning: A taxonomy;Kukačka,2017
2. Avoiding overfitting: A survey on regularization methods for convolutional neural networks;Santos;ACM Comput. Surv.,2022
3. Neural network design;Hagan,1997
4. Dropout: a simple way to prevent neural networks from overfitting;Srivastava;J. Mach. Learn. Res.,2014
5. Learning sparse neural networks through L0 regularization;Louizos,2017