Higher-order Reverse Automatic Differentiation with emphasis on the third-order

Robert M. Gower, Artur L. Gower

It is commonly assumed that calculating third order information is too expensive for most applications. But we show that the directional derivative of the Hessian ($D^{3}f(x)\cdot d$…