conftrace_

asynchronous federated learning

3 papers

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Co-occurring keywords · papers mentioning both

model aggregation (2) federated learning (2) data distribution heterogeneity (1) transportation fleet (1) system heterogeneity (1) adaptive local model (1) data disparity (1) temporal unavailability (1) momentum-driven (1) predictive maintenance (1)

Papers

Momentum-Driven Adaptivity: Towards Tuning-Free Asynchronous Federated Learning ICML 2025 Data Disparity and Temporal Unavailability Aware Asynchronous Federated Learning for Predictive Maintenance on Transportation Fleets AAAI 2024 FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update AAAI 2024