Deep Learning, Regularisation, Optimization Algorithms, Deep Neural Networks, Gradient Descent.
add regularization to this cost function, it will look like: This is called L2 regularization. ƛ is the regularization parameter which we can tune while training the model. Now, let’s see how to use regularization for a neural network. The cost function for a neural network can be written as: We