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Deconfounded Score Method: Scoring DAGs with Dense Unobserved Confounding., and . CoRR, (2021)Application of kernel hypothesis testing on set-valued data., and . UAI, volume 161 of Proceedings of Machine Learning Research, page 194-204. AUAI Press, (2021)Scores for Learning Discrete Causal Graphs with Unobserved Confounders., , and . AAAI, page 11043-11051. AAAI Press, (2024)A kernel two-sample test with selection bias., and . UAI, volume 161 of Proceedings of Machine Learning Research, page 205-214. AUAI Press, (2021)Continual Causality: A Retrospective of the Inaugural AAAI-23 Bridge Program., , , , , , and . AAAI Bridge Program, volume 208 of Proceedings of Machine Learning Research, page 1-10. PMLR, (2023)Linear Deconfounded Score Method: Scoring DAGs With Dense Unobserved Confounding., and . IEEE Trans. Neural Networks Learn. Syst., 35 (4): 4948-4962 (April 2024)Boosting Transfer Learning with Survival Data from Heterogeneous Domains., and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 57-65. PMLR, (2019)A Hierarchical Bayesian Model for Personalized Survival Predictions., and . IEEE J. Biomed. Health Informatics, 23 (1): 72-80 (2019)Learning Overlapping Representations for the Estimation of Individualized Treatment Effects., , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 1005-1014. PMLR, (2020)Generalization bounds and algorithms for estimating conditional average treatment effect of dosage., , and . CoRR, (2022)