Weakly Convex Optimization over Stiefel Manifold Using Riemannian Subgradient-Type Methods. Xiao Li, Shixiang Chen, Zengde Deng, Qing Qu, Zhihui Zhu and Anthony Man-Cho So. SIAM Journal on Optimization, 31 (3), 1605-1634, 2021.
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上一条： Decentralized Riemannian Gradient Descent on the Stiefel Manifold. Shixiang Chen, Alfredo Garcia, Mingyi Hong, Shahin Shahrampour. ICML 2021
下一条： An Alternating Manifold Proximal Gradient Method for Sparse PCA and Sparse CCA. Shixiang Chen, Shiqian Ma, Lingzhou Xue and Hui Zou. Informs Journal on Optimization, 2(3):192–208, 2020