Regularization, Machine Learning, Convex Optimization, Lagrangian, Ml So Good.
discretized subset of true continuous population distribution. These black points are things which comprise our dataset, and our true distribution is our red curve (sine function) Thus we can’t be sure that; even if we fit a perfect model on this, we will be perfectly fitting over the true