Cross Domain Adaptation by Learning Partially Shared Classifiers and Weighting Source Data Points in the Shared Subspaces

Hongqi Wang, Anfeng Xu, Shanshan Wang +1

Transfer learning is a problem defined over two domains. These two domains share the same feature space and class label space, but have significantly different distributions. One d…