Randomized Submanifold Subgradient Method for Optimization over Stiefel Manifolds

Andy Yat-Ming Cheung, Jinxin Wang, Man-Chung Yue +1

Optimization over the Stiefel manifold is a fundamental computational problem in many scientific and engineering applications. Despite considerable research effort, high-dimensiona…