Regularisation in neural networks: a survey and empirical analysis of approaches

Christiaan P. Opperman, Anna S. Bosman, Katherine M. Malan

Despite huge successes on a wide range of tasks, neural networks are known to sometimes struggle to generalise to unseen data. Many approaches have been proposed over the years to…