BRIDGE combines coordinate-wise trimmed mean with decentralized gradient descent to achieve Byzantine-resilient consensus and sublinear convergence to the statistical risk minimizer under strong convexity.
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BRIDGE: Byzantine-resilient Decentralized Gradient Descent
BRIDGE combines coordinate-wise trimmed mean with decentralized gradient descent to achieve Byzantine-resilient consensus and sublinear convergence to the statistical risk minimizer under strong convexity.