Sparseout: Controlling Sparsity in Deep Networks

Najeeb Khan, Ian Stavness

Dropout is commonly used to help reduce overfitting in deep neural networks. Sparsity is a potentially important property of neural networks, but is not explicitly controlled by Dr…