Machine Learning, Deep Learning, Artificial Intelligence, Regularization, Deep Learning Book.
Sharing. A major benefit here is that we need to store only a subset of the parameters (e.g. storing only the parameters for model A instead of storing for both A and B) which leads to large memory savings. In the example of Convolutional Neural Networks or CNNs (discussed in Chapter 9), the same