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Decentralized Douglas-Rachford splitting methods for smooth optimization over compact submanifolds
We study decentralized smooth optimization problems over compact submanifolds.
Recasting it as a composite optimization problem, we propose a decentralized Douglas …
Recasting it as a composite optimization problem, we propose a decentralized Douglas …
Decentralized Online Riemannian Optimization with Dynamic Environments
H Chen, Q Sun - arxiv preprint arxiv:2410.05128, 2024 - arxiv.org
This paper develops the first decentralized online Riemannian optimization algorithm on
Hadamard manifolds. Our algorithm, the decentralized projected Riemannian gradient …
Hadamard manifolds. Our algorithm, the decentralized projected Riemannian gradient …