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most citedDual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling

937 citations · 3.8k across the 80 of their papers we have counts for

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math.OC2013★ 6 cited

Optimal rates for zero-order convex optimization: the power of two function evaluations

John C. Duchi, Michael I. Jordan, Martin J. Wainwright +1

We consider derivative-free algorithms for stochastic and non-stochastic convex optimization problems that use only function values rather than gradients. Focusing on non-asymptoti…