Deep Learning, Artificial Intelligence, Convolutional Network, Image Classification, Dropout.
A Very Famous Regularization Approach to Prevents Co-Adaptation so as to Reduce Overfitting In this paper, Dropout: A Simple Way to Prevent Neural Networks from Overfitting (Dropout), by University of Toronto, is shortly presented. The key idea is to randomly drop units (along with their