Machine Learning, Deep Learning, Artificial Intelligence, Regularization, Deep Learning Book.
this technique needs tangent vectors to be specified. The tangent prop algorithm proposed to learn a neural network based classifier, f(x), which is invariant to known transformations causing the input to move along its manifold. Local invariance would require that ▽ f(x) is perpendicular to the