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Distributed and Democratized Learning: Philosophy and Research Challenges.

, , , , , , and . IEEE Comput. Intell. Mag., 16 (1): 49-62 (2021)

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Strategic Coalition for Data Pricing in IoT Data Markets., , and . IEEE Internet Things J., 11 (4): 6454-6468 (February 2024)Greedy Shapley Client Selection for Communication-Efficient Federated Learning., , and . CoRR, (2023)Ruin Theory for Energy-Efficient Resource Allocation in UAV-Assisted Cellular Networks., , , , , , and . IEEE Trans. Commun., 69 (6): 3943-3956 (2021)An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach., , , , , , and . CoRR, (2020)CDKT-FL: Cross-Device Knowledge Transfer using Proxy Dataset in Federated Learning., , , and . CoRR, (2022)Federated Learning With NOMA Assisted by Multiple Intelligent Reflecting Surfaces: Latency Minimizing Optimization and Auction., , , , and . IEEE Trans. Veh. Technol., 72 (9): 11558-11574 (September 2023)Energy-aware Resource Management for Federated Learning in Multi-access Edge Computing Systems., , , and . CoRR, (2021)Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism., , , , , , and . CoRR, (2019)Participation and Data Valuation in IoT Data Markets through Distributed Coalitions., , and . CoRR, (2022)Distributed and Democratized Learning: Philosophy and Research Challenges., , , , , , and . CoRR, (2020)