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Adapting Neural Networks for the Estimation of Treatment Effects.

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

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Adapting Neural Networks for the Estimation of Treatment Effects., , and . NeurIPS, page 2503-2513. (2019)Valid Causal Inference with (Some) Invalid Instruments., , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 4096-4106. PMLR, (2021)Invariant Representation Learning for Treatment Effect Estimation., , and . CoRR, (2020)Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond., , , , , , , , , and 3 other author(s). CoRR, (2021)Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests., , , and . CoRR, (2021)Using Embeddings to Correct for Unobserved Confounding in Networks., , and . NeurIPS, page 13769-13779. (2019)Invariant representation learning for treatment effect estimation., , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 1546-1555. AUAI Press, (2021)Empirical Risk Minimization and Stochastic Gradient Descent for Relational Data., , , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 1733-1742. PMLR, (2019)Causal Estimation for Text Data with (Apparent) Overlap Violations., and . ICLR, OpenReview.net, (2023)Using Embeddings for Causal Estimation of Peer Influence in Social Networks., and . NeurIPS, (2022)