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Accelerated Algorithms for Stochastic Monotone Inclusions with Fixed Queries

Lee, Sucheol et al.
arXiv (All) · Papers
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optimization-and-control
We study acceleration of stochastic first-order methods for monotone Lipschitz inclusions with a fixed number of oracle queries per iteration, measured by the expected squared residual. Existing methods either have suboptimal oracle complexity, require an increasing number of oracle queries per iter
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