Variational PDEs for Acceleration on Manifolds and Application to Diffeomorphisms

Ganesh Sundaramoorthi, Anthony Yezzi

Neural Information Processing Systems 

We consider the optimization of cost functionals on infinite dimensional manifolds and derive a variational approach to accelerated methods on manifolds.