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device heterogeneity

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Co-occurring keywords · papers mentioning both

federated learning (4) data heterogeneity (2) model aggregation (2) model recovery (1) model staleness (1) staleness-aware aggregation (1) distribution estimation (1) asynchronous communication (1) client weight (1) communication cost (1)

Papers

FedHAN: A Cache-Based Semi-Asynchronous Federated Learning Framework Defending Against Poisoning Attacks in Heterogeneous Clients IJCAI 2025 Tackling Intertwined Data and Device Heterogeneities in Federated Learning with Unlimited Staleness AAAI 2025 FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning CVPR 2024 Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout AISTATS 2023