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Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition.

, , , , , , и . ACM Trans. Knowl. Discov. Data, 16 (4): 74:1-74:20 (2022)

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Jinglan Wu

Recovery of citric acid from fermentation broth using simulated moving bed technology: = Reinigung von Zitronensäure aus Fermentationslösung durch kontinuierliche Chromatographie. Uni Erlangen-Nürnberg, (2009)

Jinjin Wu

Yinghua Wu

Changzhu Wu

Haiyan Wu

 

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Treatment Effect Estimation with Unmeasured Confounders in Data Fusion., , , , , , , , и . CoRR, (2022)Hierarchical Topological Ordering with Conditional Independence Test for Limited Time Series., , , , и . CoRR, (2023)Learning Decomposed Representations for Treatment Effect Estimation., , , , , , , и . IEEE Trans. Knowl. Data Eng., 35 (5): 4989-5001 (мая 2023)Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI., , , , , , , , , и 8 other автор(ы). IEEE Trans. Knowl. Data Eng., 35 (7): 6866-6886 (июля 2023)Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition., , , , , , и . ACM Trans. Knowl. Discov. Data, 16 (4): 74:1-74:20 (2022)Stable Estimation of Heterogeneous Treatment Effects., , , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 37496-37510. PMLR, (2023)Pareto-Optimal Estimation and Policy Learning on Short-term and Long-term Treatment Effects., , , , , , , и . CoRR, (2024)Edge-Cloud Polarization and Collaboration: A Comprehensive Survey., , , , , , , , , и 8 other автор(ы). CoRR, (2021)Confounder Balancing for Instrumental Variable Regression with Latent Variable., , , , и . CoRR, (2022)Instrumental Variables in Causal Inference and Machine Learning: A Survey., , , и . CoRR, (2022)