conftrace_

worker heterogeneity

2 papers

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Co-occurring keywords · papers mentioning both

convergence analysis (2) mini-batch sgd (1) linear speedup (1) local step (1) heterogeneous setting (1) asynchronous learning (1) asynchronous sgd (1) convergence rate (1) distributed optimization (1) distributed learning (1)

Papers

AsGrad: A Sharp Unified Analysis of Asynchronous-SGD Algorithms AISTATS 2024 Anarchic Federated Learning ICML 2022