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A Communication-Efficient Algorithm for Federated Multilevel Stochastic Compositional Optimization., и . IEEE Trans. Signal Process., (2024)Guaranteed Robust Large Precision Matrix Estimation Under t-Distribution., и . ISIT, стр. 3414-3419. IEEE, (2024)Information theoretic clustering via divergence maximization among clusters., , , , , , , и . UAI, том 216 из Proceedings of Machine Learning Research, стр. 624-634. PMLR, (2023)Robust Importance Weighting for Covariate Shift., , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 352-362. PMLR, (2020)Short-term Temporal Dependency Detection under Heterogeneous Event Dynamic with Hawkes Processes., , , , , и . CoRR, (2023)Scalable Safety-Critical Policy Evaluation with Accelerated Rare Event Sampling., , , , , , , , и . IROS, стр. 12919-12926. IEEE, (2022)Accelerated Policy Evaluation: Learning Adversarial Environments with Adaptive Importance Sampling., , , , , , , , и . CoRR, (2021)Efficient Sparse Reduced-Rank Regression With Covariance Estimation., и . SSP, стр. 46-50. IEEE, (2023)Sampling uncertain Constraints under parametric distributions., и . WSC, стр. 2072-2083. IEEE, (2018)Detection of Short-Term Temporal Dependencies in Hawkes Processes with Heterogeneous Background Dynamics., , , , , и . UAI, том 216 из Proceedings of Machine Learning Research, стр. 369-380. PMLR, (2023)