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Distributed Newton Method Over Graphs: Can Sharing of Second-Order Information Eliminate the Condition Number Dependence?

, , and . IEEE Signal Process. Lett., (2021)

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Communication-efficient Variance-reduced Stochastic Gradient Descent., and . CoRR, (2020)Voltage Control Using Limited Communication., , , and . IEEE Trans. Control. Netw. Syst., 6 (3): 993-1003 (2019)On the Convergence of Federated Learning Algorithms without Data Similarity., , and . CoRR, (2024)Policy Evaluation with Delayed, Aggregated Anonymous Feedback., , and . DS, volume 13601 of Lecture Notes in Computer Science, page 114-123. Springer, (2022)Improved Step-Size Schedules for Noisy Gradient Methods., , , and . ICASSP, page 3655-3659. IEEE, (2021)Optimal convergence rates of totally asynchronous optimization., , , and . CDC, page 6484-6490. IEEE, (2022)A New Family of Feasible Methods for Distributed Resource Allocation., , and . CDC, page 3355-3360. IEEE, (2021)The Internet of Things as a Deep Neural Network., , and . IEEE Commun. Mag., 58 (9): 20-25 (2020)Asynchronous Distributed Optimization with Delay-free Parameters., , , and . CoRR, (2023)Federated Learning for IoUT: Concepts, Applications, Challenges and Future Directions., , , , , , , and . IEEE Internet Things Mag., 5 (4): 36-41 (2022)