Machine Learning, Deep Learning, Artificial Intelligence, Regularization, Deep Learning Book.
architecture that reduces its generalisation error, possibly at the expense of increased training error. There are various ways of doing this, some of which include restriction on parameter values or adding terms to the objective function, etc. These constraints are designed to encode some sort of