The Proxy Step-size Technique for Regularized Optimization on the Sphere Manifold

Fang Bai, Adrien Bartoli

We give an effective solution to the regularized optimization problem $g(\mathbf{x})+h(\mathbf{x})$, where $\mathbf{x}$ is constrained on the unit sphere $\Vert \bo…