Semi-supervised Eigenvectors for Large-scale Locally-biased Learning

Toke J. Hansen, Michael W. Mahoney

In many applications, one has side information, e.g., labels that are provided in a semi-supervised manner, about a specific target region of a large data set, and one wants to per…