Foundational · 2012

Improving neural networks by preventing co-adaptation of feature detectors

Geoffrey Hinton, Nitish Srivastava, Alex Krizhevsky, Ilya Sutskever, Ruslan Salakhutdinov

Dropout randomly removes units during training, which stops neurons from relying on each other and reduces overfitting.