Regularization, Machine Learning, Convex Optimization, Lagrangian, Ml So Good.
to put some restriction/constrains over our parameters value. But how do we do that? ask yourself, we want a function which could give a high penalty every time w1 or w2 gets larger than our threshold. isn’t this what we wanted?, the function g(w), could be anything, like squared or absolute