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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.ST2019★ 31 cited

Lower Bounds for Locally Private Estimation via Communication Complexity

John Duchi, Ryan Rogers

We develop lower bounds for estimation under local privacy constraints---including differential privacy and its relaxations to approximate or Rényi differential privacy---by showin…