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clustered sampling

2 papers

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Co-occurring keywords · papers mentioning both

client selection (2) non-iid data (2) federated learning (2) statistical heterogeneity (1) model convergence (1) client sampling (1) data heterogeneity (1) convergence rate (1) variance reduction (1) model aggregation (1)

Papers

Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning NeurIPS 2024 Clustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated Learning ICML 2021