ASNI: Adaptive Structured Noise Injection for shallow and deep neural networks

Beyrem Khalfaoui, Joseph Boyd, Jean-Philippe Vert

Dropout is a regularisation technique in neural network training where unit activations are randomly set to zero with a given probability \emph{independently}. In this work, we pro…