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Accelerated Policy Evaluation: Learning Adversarial Environments with Adaptive Importance Sampling.

, , , , , , , , and . CoRR, (2021)

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Short-term Temporal Dependency Detection under Heterogeneous Event Dynamic with Hawkes Processes., , , , , and . CoRR, (2023)Scalable Safety-Critical Policy Evaluation with Accelerated Rare Event Sampling., , , , , , , , and . IROS, page 12919-12926. IEEE, (2022)A Communication-Efficient Algorithm for Federated Multilevel Stochastic Compositional Optimization., and . IEEE Trans. Signal Process., (2024)Robust Importance Weighting for Covariate Shift., , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 352-362. PMLR, (2020)Information theoretic clustering via divergence maximization among clusters., , , , , , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 624-634. PMLR, (2023)Detection of Short-Term Temporal Dependencies in Hawkes Processes with Heterogeneous Background Dynamics., , , , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 369-380. PMLR, (2023)Constrained Reinforcement Learning via Policy Splitting., , , and . ACML, volume 129 of Proceedings of Machine Learning Research, page 209-224. PMLR, (2020)Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation., , , , , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 4485-4513. PMLR, (2023)Sampling uncertain Constraints under parametric distributions., and . WSC, page 2072-2083. IEEE, (2018)Risk Bounds on Aleatoric Uncertainty Recovery., , , , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 6015-6036. PMLR, (2023)