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Robust Importance Weighting for Covariate Shift., , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 352-362. PMLR, (2020)Information theoretic clustering via divergence maximization among clusters., , , , , , , и . UAI, том 216 из Proceedings of Machine Learning Research, стр. 624-634. PMLR, (2023)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)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)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)Constrained Reinforcement Learning via Policy Splitting., , , и . ACML, том 129 из Proceedings of Machine Learning Research, стр. 209-224. PMLR, (2020)Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation., , , , , , , , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 4485-4513. PMLR, (2023)