Generalization Bounds Derived IPM-Based Regularization for Domain Adaptation

Figure 1

Comparison of testing accuracy and standard deviations on 20 newsgroups datasets, with each problem setting parameter = . The number of labeled data from target domain is 10. From (a) to (c): comp versus rec, rec versus sci, and sci versus comp.

(a)

(b)

(c)