AI × CryptoBullisharXiv – CS AI · Mar 37/1010
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Communication-Efficient Quantum Federated Learning over Large-Scale Wireless Networks
Researchers present a novel quantum federated learning framework for large-scale wireless networks that combines quantum computing with privacy-preserving federated learning. The study introduces a sum-rate maximization approach using quantum approximate optimization algorithm (QAOA) that achieves over 100% improvement in performance compared to conventional methods.