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A Fast Row-Stochastic Decentralized Method for Distributed Optimization Over Directed Graphs.

, , , and . IEEE Trans. Autom. Control., 69 (1): 275-289 (January 2024)

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Robust Accelerated Gradient Methods for Smooth Strongly Convex Functions., , , and . CoRR, (2018)A primal-dual method for conic constrained distributed optimization problems., and . NIPS, page 5050-5058. (2016)A Decentralized Primal-Dual Method for Constrained Minimization of a Strongly Convex Function., and . IEEE Trans. Autom. Control., 67 (11): 5682-5697 (2022)A Fast Row-Stochastic Decentralized Optimization Method Over Directed Graphs., , , and . CoRR, (2021)A Variance-Reduced Stochastic Accelerated Primal Dual Algorithm., , and . CoRR, (2022)Jointly Improving the Sample and Communication Complexities in Decentralized Stochastic Minimax Optimization., , , and . AAAI, page 20865-20873. AAAI Press, (2024)SAPD+: An Accelerated Stochastic Method for Nonconvex-Concave Minimax Problems., , and . NeurIPS, (2022)Robust Accelerated Gradient Methods for Smooth Strongly Convex Functions., , , and . SIAM J. Optimization, 30 (1): 717-751 (2020)Decentralized computation of effective resistances and acceleration of consensus algorithms., and . GlobalSIP, page 538-542. IEEE, (2017)Multi-agent constrained optimization of a strongly convex function over time-varying directed networks., and . Allerton, page 518-525. IEEE, (2017)