Regularization, Machine Learning, Convex Optimization, Lagrangian, Ml So Good.
cost function, which has an regularizing effect. i.e. if the parameter values/weights get too large our cost function accounts for a large loss. We will see this more clearly in later section. Both of the above mentioned points could be used in conjunction with each other as well. Like, a penalty