Online Manifold Regularization by Dual Ascending Procedure

Figure 1

The absolute distance function and its components. The absolute function |𝐱| (a) can be decomposed into the sum of two hinge functions [𝐱]₊ (b) and [−𝐱]₊ (c).

(a)

(b)

(c)