conftrace_

device heterogeneity

4 papers

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Co-occurring keywords

federated learning (1333) data heterogeneity (115) model aggregation (156) distribution estimation (71) asynchronous communication (14) client weight (1) model recovery (3) model staleness (1) staleness-aware aggregation (1) asynchronous learning (26)

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