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Adapting Neural Networks for the Estimation of Treatment Effects.

, , and . NeurIPS, page 2503-2513. (2019)

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Causal-structure Driven Augmentations for Text OOD Generalization., , , , and . CoRR, (2023)Adapting Neural Networks for the Estimation of Treatment Effects., , and . NeurIPS, page 2503-2513. (2019)On the Assumptions of Synthetic Control Methods., , , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 7163-7175. PMLR, (2022)Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback., , , , , , , , , and 22 other author(s). Trans. Mach. Learn. Res., (2023)An Invariant Learning Characterization of Controlled Text Generation., , , , and . ACL (1), page 3186-3206. Association for Computational Linguistics, (2023)Invariant Representation Learning for Treatment Effect Estimation., , and . CoRR, (2020)Invariant representation learning for treatment effect estimation., , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 1546-1555. AUAI Press, (2021)On the Misspecification of Linear Assumptions in Synthetic Controls., , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 3790-3798. PMLR, (2024)