AI RESEARCH
OmniISR: A Unified Framework for Centralized and Federated Learning via Intermediate Supervision and Regularization
arXiv CS.LG
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ArXi:2605.20276v1 Announce Type: new The global deployment of edge intelligence operates across heterogeneous legal frameworks. While some regions permit centralized learning (CL) via cloud data aggregation, others enforce strict data localization, necessitating federated learning (FL). This operational dichotomy