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local gradient descent

3 papers

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Co-occurring keywords · papers mentioning both

heterogeneous data (2) convergence rate (2) distributed logistic regression (1) instability (1) communication round (1) distributed deep learning (1) step size (1) communication overhead (1) data parallelism (1) learning rate (1)

Papers

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability ICML 2025 Local Steps Speed Up Local GD for Heterogeneous Distributed Logistic Regression ICLR 2025 A Quadratic Synchronization Rule for Distributed Deep Learning ICLR 2024