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A Survey of Learning Causality with Data: Problems and Methods.

, , , , and . ACM Comput. Surv., 53 (4): 75:1-75:37 (2021)

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Accelerated Bayesian Additive Regression Trees., , and . CoRR, (2018)Local Gaussian Process Extrapolation for BART Models with Applications to Causal Inference., , and . J. Comput. Graph. Stat., 33 (2): 724-735 (2024)A Survey of Learning Causality with Data: Problems and Methods., , , , and . ACM Comput. Surv., 53 (4): 75:1-75:37 (2021)XBART: Accelerated Bayesian Additive Regression Trees., , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 1130-1138. PMLR, (2019)A Survey of Learning Causality with Data, , , , and . ACM Computing Surveys, 53 (4): 1--37 (September 2020)Stochastic tree ensembles for regularized nonlinear regression., and . CoRR, (2020)A survey of learning causality with data: Problems and methods, , , , and . ACM Computing Surveys (CSUR), 53 (4): 1--37 (2020)Stochastic Tree Ensembles for Estimating Heterogeneous Effects., , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 6120-6131. PMLR, (2023)Stochastic Tree Ensembles for Estimating Heterogeneous Effects., , and . CoRR, (2022)