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network-aware-learning

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sriramkv3010 / NAFO

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Network-Aware Federated Optimisation (NAFO): a 5G-native framework that jointly optimizes wireless channel conditions, differential privacy, and multi-modal healthcare AI. Demonstrates robust federated learning under realistic 3GPP network constraints with AoI-aware dynamics.

pytorch flower 3gpp 5g multimodal-learning privacy-preserving federated-learning distributed-ml healthcare-ai fedavg fedprox semantic-communication nafo network-aware-learning
  • Updated Apr 18, 2026
  • Python

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