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Preface: The 2023 ACM SIGKDD Workshop on Causal Discovery, Prediction and Decision.

, , , , , , , , , and . CDPD, volume 218 of Proceedings of Machine Learning Research, page 1-2. PMLR, (2023)

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Disentangled Graph Convolutional Networks., , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 4212-4221. PMLR, (2019)Adaptive Value Decomposition with Greedy Marginal Contribution Computation for Cooperative Multi-Agent Reinforcement Learning., , , , , , , and . AAMAS, page 31-39. ACM, (2023)ML-LJP: Multi-Law Aware Legal Judgment Prediction., , , , , , and . SIGIR, page 1023-1034. ACM, (2023)Fairness-aware Contrastive Learning with Partially Annotated Sensitive Attributes., , , , , and . ICLR, OpenReview.net, (2023)ConfounderGAN: Protecting Image Data Privacy with Causal Confounder., , , , , and . NeurIPS, (2022)Balance-Subsampled Stable Prediction Across Unknown Test Data., , , , , and . ACM Trans. Knowl. Discov. Data, 16 (3): 45:1-45:21 (2022)Estimating Treatment Effect via Differentiated Confounder Matching., , and . CICAI, volume 13069 of Lecture Notes in Computer Science, page 689-699. Springer, (2021)Stable Prediction with Model Misspecification and Agnostic Distribution Shift., , , , and . AAAI, page 4485-4492. AAAI Press, (2020)Label-Efficient Domain Generalization via Collaborative Exploration and Generalization., , , , , and . ACM Multimedia, page 2361-2370. ACM, (2022)Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain Generalization., , , , , , and . KDD, page 2189-2200. ACM, (2023)