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Sequential Covariate Shift Detection Using Classifier Two-Sample Tests.

, , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 9845-9880. PMLR, (2022)

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Angelic Patches for Improving Third-Party Object Detector Performance., , , , and . CVPR, page 24638-24647. IEEE, (2023)Algorithms for Fairness in Sequential Decision Making., , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 1144-1152. PMLR, (2021)Counterfactual Explanations for Natural Language Interfaces., , , and . ACL (2), page 113-118. Association for Computational Linguistics, (2022)Learning Models for Actionable Recourse., , and . NeurIPS, page 18734-18746. (2021)Sample Complexity of Estimating the Policy Gradient for Nearly Deterministic Dynamical Systems.. AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3858-3869. PMLR, (2020)Robust Model Predictive Shielding for Safe Reinforcement Learning with Stochastic Dynamics., and . ICRA, page 7166-7172. IEEE, (2020)A Framework for Transforming Specifications in Reinforcement Learning., , , and . Principles of Systems Design, volume 13660 of Lecture Notes in Computer Science, page 604-624. Springer, (2022)SPARLING: Learning Latent Representations with Extremely Sparse Activations., , and . CoRR, (2023)Rethinking Fairness for Human-AI Collaboration., , and . CoRR, (2023)Interpretable, Verifiable, and Robust Reinforcement Learning via Program Synthesis., , and . xxAI@ICML, volume 13200 of Lecture Notes in Computer Science, page 207-228. Springer, (2020)