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Empirical Risk Minimization and Stochastic Gradient Descent for Relational Data., , , , and . CoRR, (2018)Causal Effects of Linguistic Properties., , , , and . CoRR, (2020)The Holdout Randomization Test for Feature Selection in Black Box Models., , , , and . J. Comput. Graph. Stat., 31 (1): 151-162 (2022)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)Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests., , , and . CoRR, (2021)The Linear Representation Hypothesis and the Geometry of Large Language Models., , and . CoRR, (2023)Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond., , , , , , , , , and 3 other author(s). CoRR, (2021)Invariant representation learning for treatment effect estimation., , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 1546-1555. AUAI Press, (2021)