Robust Sampling in Deep Learning

Aurora Cobo Aguilera, Antonio Artés-Rodríguez, Fernando Pérez-Cruz +1

Deep learning requires regularization mechanisms to reduce overfitting and improve generalization. We address this problem by a new regularization method based on distributional ro…