Here’s a great article on avoiding overfitting in deep neural networks.
No one is too legit to overfit.
Training a deep neural network that can generalize well to new data is a challenging problem. A model with too little capacity cannot learn the problem, whereas a model with too much capacity can learn it too well and overfit the training dataset. Both cases result in a model […]