Weakly Convex Optimization over Stiefel Manifold Using Riemannian Subgradient-Type Methods

1 code implementation • 12 Nov 2019 • Xiao Li, Shixiang Chen, Zengde Deng, Qing Qu, Zhihui Zhu, Anthony Man Cho So

To the best of our knowledge, these are the first convergence guarantees for using Riemannian subgradient-type methods to optimize a class of nonconvex nonsmooth functions over the Stiefel manifold.

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