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Robust and Efficient Algorithms for Federated Learning and Distributed Computing. University of California, Santa Barbara, USA, (2021)Adaptive Node Participation for Straggler-Resilient Federated Learning., , , , и . ICASSP, стр. 8762-8766. IEEE, (2022)Coded Computing for Distributed Graph Analytics., , , и . IEEE Trans. Inf. Theory, 66 (10): 6534-6554 (2020)FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization., , , , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 2021-2031. PMLR, (2020)Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity., , , , и . CoRR, (2020)An Optimal Transport Approach to Personalized Federated Learning., , , и . IEEE J. Sel. Areas Inf. Theory, 3 (2): 162-171 (2022)Sub-linear Time Stochastic Threshold Group Testing via Sparse-Graph Codes., , и . ITW, стр. 1-5. IEEE, (2018)Gradient Descent with Low-Rank Objective Functions., , , , и . CDC, стр. 3309-3314. IEEE, (2023)EM for Mixture of Linear Regression with Clustered Data., , и . AISTATS, том 238 из Proceedings of Machine Learning Research, стр. 2341-2349. PMLR, (2024)Hierarchical Coded Gradient Aggregation for Learning at the Edge., , , и . ISIT, стр. 2616-2621. IEEE, (2020)