A fully local adaptive step-size scheme achieves linear (strongly convex) and sublinear (convex) convergence rates, matching tuned nonadaptive decentralized methods.
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Adaptive Stepsize Selection in Decentralized Convex Optimization
A fully local adaptive step-size scheme achieves linear (strongly convex) and sublinear (convex) convergence rates, matching tuned nonadaptive decentralized methods.