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Evaluating Causal Inference Methods., , , and . CoRR, (2022)Proximal Causal Inference for Synthetic Control with Surrogates., , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 730-738. PMLR, (2024)Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals., , , and . CoRR, (2021)Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference., , , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 7210-7239. PMLR, (2022)Negative Controls, , and . Epidemiology, 21 (3): 383--388 (2010)End-to-End Balancing for Causal Continuous Treatment-Effect Estimation., , and . CoRR, (2021)Validating Causal Inference Methods., , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 17346-17358. PMLR, (2022)End-to-End Balancing for Causal Continuous Treatment-Effect Estimation., , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 1313-1326. PMLR, (2022)Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable., , and . J. Mach. Learn. Res., (2022)Adaptive estimation of nonparametric functionals., , , and . J. Mach. Learn. Res., (2021)