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08/23/2023
Non-ergodic linear convergence property of the delayed gradient descent under the strongly convexity and the Polyak-Łojasiewicz condition
In this work, we establish the linear convergence estimate for the gradi...
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02/17/2023
On the convergence result of the gradient-push algorithm on directed graphs with constant stepsize
Gradient-push algorithm has been widely used for decentralized optimizat...
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02/03/2022
