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Learning Domain-Invariant Relationship with Instrumental Variable for Domain Generalization., , , , , and . CoRR, (2021)Stable Estimation of Heterogeneous Treatment Effects., , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 37496-37510. PMLR, (2023)A tractable ellipsoidal approximation for voltage regulation problems., , , , , and . ACC, page 1301-1306. IEEE, (2019)Stable Prediction across Unknown Environments., , , , and . KDD, page 1617-1626. ACM, (2018)Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation., , , , , , , , , and 1 other author(s). CoRR, (2024)Stable Prediction With Leveraging Seed Variable., , , , , , , , , and . IEEE Trans. Knowl. Data Eng., 35 (6): 6392-6404 (June 2023)Pareto-Optimal Estimation and Policy Learning on Short-term and Long-term Treatment Effects., , , , , , , and . CoRR, (2024)Confounder Balancing for Instrumental Variable Regression with Latent Variable., , , , and . CoRR, (2022)Instrumental Variables in Causal Inference and Machine Learning: A Survey., , , and . CoRR, (2022)Instrumental Variable-Driven Domain Generalization with Unobserved Confounders., , , , , , , and . ACM Trans. Knowl. Discov. Data, 17 (8): 118:1-118:21 (2023)