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02/11/2022
Distributed saddle point problems for strongly concave-convex functions
In this paper, we propose GT-GDA, a distributed optimization method to s...
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02/07/2022
Variance reduced stochastic optimization over directed graphs with row and column stochastic weights
This paper proposes AB-SAGA, a first-order distributed stochastic optimi...
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08/13/2020
Push-SAGA: A decentralized stochastic algorithm with variance reduction over directed graphs
In this paper, we propose Push-SAGA, a decentralized stochastic first-or...
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05/15/2020