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Kevin Scaman, Francis Bach, Sébastien Bubeck, Yin Tat Lee, Laurent Massoulié

Public reference bibliography and cataloged PDF materials authored or published by Kevin Scaman, Francis Bach, Sébastien Bubeck, Yin Tat Lee, Laurent Massoulié.

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Optimal algorithms for smooth and strongly convex distributed optimization in networks

Year: 2017 • Source: hal.science • Listed PDF

In this paper, we determine the optimal convergence rates for strongly convex and smooth distributed optimization in two settings: centralized and decentralized communications over a network. For centralized (i.e. master...