Generalization/Regularization

N. Srivastava, G. Hinton, A. Krizhevsky, I. Sutskever, R. Salakhutdinov, "Dropout: A simple way to prevent neural networks from overfitting”, Journal of Machine Learning Research, pages 1929–1958, June 2014.

P. Mianjy, R. Arora, R. Vidal,” On the implicit bias of Dropout,” International Conference on Machine Learning, ICML 2018, 2018.

H. Salehinejad, S. Valaee,” Ising-Dropout: a regularization method for training and compression of deep neural networks”, IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, 2019.