Regularization, Machine Learning, Convex Optimization, Lagrangian, Ml So Good.
model will be highly unstable, again not a desired situation. So, if we reduce model complexity somehow, then we will overcome overfitting? Yes, Occam’s razor also symbolizes the same thing, a simpler model is always better, and this is where regularization steps in. Regularization helps by