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20232026
most citedCommunication Resources Constrained Hierarchical Federated Learning for End-to-End Autonomous Driving

19 citations · 24 across the 19 of their papers we have counts for

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cs.LG2026

OmniISR: A Unified Framework for Centralized and Federated Learning via Intermediate Supervision and Regularization

Wei-Bin Kou, Guangxu Zhu, Ming Tang +4

The global deployment of edge intelligence operates across heterogeneous legal frameworks. While some regions permit centralized learning (CL) via cloud data aggregation, others en…