Joint cross-domain classification and subspace learning for unsupervised adaptation ?
Focus on unsupervised domain adaptation by subspace learning. Highlight the importance of learning jointly the prediction model and the subspace. Propose the JCSL method. Thorough experimental evaluation against existing subspace adaptive methods. Insight into JCSL with analysis on parameters and domain shift reduction.
unsupervised domain adaptation subspace modeling max-margin classifiers