Accelerated First-order Methods for Geodesically Convex Optimization on Riemannian Manifolds

Yuanyuan Liu, Fanhua Shang, James Cheng, Hong Cheng, Licheng Jiao

Neural Information Processing Systems 

However, none of these three works provided a global convergence rate analysis for their algorithms.