The lasso: penalizing the absolute values of the weights
		• Finding the minimum requires quadratic programming but its still unique because the cost function is convex (a bowl plus an inverted pyramid) • As lambda is increased, many of the weights go to exactly zero. – This is great for interpretation, and it is also pretty good for preventing overfitting.