Machine Learning, Deep Learning, Artificial Intelligence, Regularization, Deep Learning Book.
along the manifold (it originally belonged to), shouldn’t lead to different class predictions. The idea of the tangent distance algorithm to find the K-nearest neighbors using the distance metric as the distance between manifolds. A manifold Mi is approximated by the tangent plane at Xi, hence,