Regularization, Machine Learning, Convex Optimization, Lagrangian, Ml So Good.
terms. Now these penalty terms could be anything, could be l2 norm (results into L2 regularization) or L1 norm(results into L1 regularization) or combination of both(yes, you are right, elastic net). Wasn’t it intuitive? Now, lets get a bit technical, we wanted to minimize our main objective