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Showing 1 to 1 of 1 for “"signSGD"”.
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Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms
… optimization. Two prominent examples include signSGD with majority vote, an effective approach for communication reduction via 1-bit compression on the local gradients, and medianSGD, an algorithm recently proposed to ensure robustness against Byzantine workers. The convergence analyses for …