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gradient staleness

7 papers

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Co-occurring keywords · papers mentioning both

distributed learning (5) stochastic gradient descent (4) asynchronous training (3) federated learning (2) asynchronous aggregation (1) asynchronous learning (1) asynchronous method (1) error-runtime trade-off (1) mini-batch size (1) asynchronous stochastic gradient descent (1)

Papers

FedSteer: Taming Extreme Gradient Staleness in Federated Learning with Corrective Projections and Caching UAI 2026 Hierarchical Global Asynchronous Federated Learning Across Multi-Center ACML 2024 Accumulated Decoupled Learning with Gradient Staleness Mitigation for Convolutional Neural Networks ICML 2021 Critical Parameters for Scalable Distributed Learning with Large Batches and Asynchronous Updates AISTATS 2021 Gap-Aware Mitigation of Gradient Staleness ICLR 2020 Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation EMNLP 2018 Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD AISTATS 2018