Accelerated Stochastic Quasi-Newton Optimization on Riemann Manifolds

Anirban Roychowdhury

We propose an L-BFGS optimization algorithm on Riemannian manifolds using minibatched stochastic variance reduction techniques for fast convergence with constant step sizes, withou…