[26.08.05., 레귤러 세미나] 이준희 - Why causality matters : An introduction to structural causal models
작성자
admleesa
작성일
2026-08-06
조회
26
발표논문
Pearl, J. (2009). Causal inference in statistics: An overview. Statist. Surv. 3 96 - 146
Aglietti, V., Lu, X., Paleyes, A., & González, J. (2020, June). Causal bayesian optimization. In International Conference on Artificial Intelligence and Statistics (pp. 3155-3164). PMLR.
Kallus, N., & Zhou, A. (2021). Minimax-optimal policy learning under unobserved confounding. Management Science, 67(5), 2870-2890.
Pearl, J. (2009). Causal inference in statistics: An overview. Statist. Surv. 3 96 - 146
Aglietti, V., Lu, X., Paleyes, A., & González, J. (2020, June). Causal bayesian optimization. In International Conference on Artificial Intelligence and Statistics (pp. 3155-3164). PMLR.
Kallus, N., & Zhou, A. (2021). Minimax-optimal policy learning under unobserved confounding. Management Science, 67(5), 2870-2890.