Regularization in Deep Learning is very important to overcome overfitting. When your training accuracy is very high, but test ...
The recently published book Understanding Deep Learning by [Simon J. D. Prince] is notable not only for focusing primarily on the concepts behind Deep Learning — which should make it highly accessible ...