Machine Learning, Neural Networks, Statistics, Data Science, AI.
Did you ever look at the L² regularization term of a neural network’s cost function and wondered why it is scaled by both 2 and m? Equation 1: An L2-regularized version of the cost function used in SGD for NN You may have encountered it in one of the numerous papers using it to regularize a neural