A Discrete Variational Derivation of Accelerated Methods in Optimization

Cédric M. Campos, Alejandro Mahillo, David Martín de Diego

Many of the new developments in machine learning are connected with gradient-based optimization methods. Recently, these methods have been studied using a variational perspective.…