It follows that in many cases, the sets A þ k Ã and A À k Ã will be much smaller than the overall size of the training set.
when updating the model fromā a to Updðā a, k Ã , d Ã Þ, the values W þ k and W À k remain unchanged for many features and do not need to be recalculated.