In the other extreme, setting σ 1 = 0 simply ignores task #1's training data.
the optimal v 1 will be a vector of zeros; since tasks #2 and #3 have no parts in common, the objective will decouple into a sum of two independent terms 6 Note that, by substituting u k := w + v k and solving for w, the problem in Eq.