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