Riemannian Optimization via Frank-Wolfe Methods

Melanie Weber, Suvrit Sra

We study projection-free methods for constrained Riemannian optimization. In particular, we propose the Riemannian Frank-Wolfe (RFW) method. We analyze non-asymptotic convergence r…