Machine Learning, Deep Learning, Artificial Intelligence, Regularization, Deep Learning Book.
fact that Q’Q = I (Q is orthonormal): Assuming ϵ to be small enough: The equation for L² regularization is given by: Thus, if the hyperparameters are such that: L²-regularization can be seen as equivalent to Early Stopping. 9. Parameter Tying and Parameter Sharing Till now, most of the methods