Machine Learning, Deep Learning, Artificial Intelligence, Regularization, Deep Learning Book.
land in any other manifold. 14. Tangent Distance, Tangent Prop and manifold Tangent Classifier Many ML models assume the data to lie on a low dimensional manifold to overcome the curse of dimensionality. The inherent assumption which follows is that small perturbations that cause the data to move