Non-Euclidean High-Order Smooth Convex Optimization

Juan Pablo Contreras, Cristóbal Guzmán, David Martínez-Rubio

We develop algorithms for the optimization of convex objectives that have Hölder continuous $q$-th derivatives by using a $q$-th order oracle, for any $q\ge 1$. Our algorithms wo…