Wai-Tian Tan

Fast Manifold Landmarking Using Extreme Eigen-Pairs

Manifold landmarking is the problem of selecting a subset of discrete locations on a continuous manifold for label assignment, in order to reduce interpolation error of subsequent semi-supervised learning. In this paper, we select landmarks to minimize the condition number (λ <inf xmlns:mml="http://…