Machine Learning, Neural Networks, Statistics, Data Science, AI.
Empirical value Whichever the intuitive justification you find pleasing, the empirical value of scaling the regularization term by 1/m, at least for feed-forward networks using ReLU as an activation function, is demonstrated elegantly in the following notebook by the aforementioned grez: