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Diffusion Based Causal Representation Learning., , , , and . CoRR, (2023)DRCFS: Doubly Robust Causal Feature Selection., , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 28468-28491. PMLR, (2023)Optimal Transport for Correctional Learning., , , , and . CDC, page 6806-6812. IEEE, (2023)Doubly Robust Structure Identification from Temporal Data., , , , and . CoRR, (2023)Adaptive Sampling for Fast Constrained Maximization of Submodular Functions., , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 964-972. PMLR, (2021)Learning Counterfactually Invariant Predictors., , , , and . Trans. Mach. Learn. Res., (2024)Non-Monotone Submodular Maximization with Multiple Knapsacks in Static and Dynamic Settings., , , , , and . ECAI, volume 325 of Frontiers in Artificial Intelligence and Applications, page 435-442. IOS Press, (2020)Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints., , , , and . AAAI, page 2272-2279. AAAI Press, (2019)Learning Counterfactually Invariant Predictors., , , , and . CoRR, (2022)Fast Feature Selection with Fairness Constraints., , , , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 7800-7823. PMLR, (2023)