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20172026
most citedA Distributed Optimization Algorithm over Time-Varying Graphs with Efficient Gradient Evaluations

7 citations · 22 across the 17 of their papers we have counts for

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math.OC2021★ 6 cited

The Speed-Robustness Trade-Off for First-Order Methods with Additive Gradient Noise

Bryan Van Scoy, Laurent Lessard

We study the trade-off between convergence rate and sensitivity to stochastic additive gradient noise for first-order optimization methods. Ordinary Gradient Descent (GD) can be ma…