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Do Diffusion Models Suffer Error Propagation? Theoretical Analysis and Consistency Regularization., , and . CoRR, (2023)Synthetic Data, Real Errors: How (Not) to Publish and Use Synthetic Data., , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 34793-34808. PMLR, (2023)Clairvoyance: A Pipeline Toolkit for Medical Time Series., , , , , and . ICLR, OpenReview.net, (2021)Membership Inference Attacks against Synthetic Data through Overfitting Detection., , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 3493-3514. PMLR, (2023)ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference., , , , and . CoRR, (2024)Learning Dynamic and Personalized Comorbidity Networks from Event Data using Deep Diffusion Processes., , , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3295-3305. PMLR, (2020)Navigating causal deep learning., , , and . CoRR, (2022)Causal Deep Learning., , , and . CoRR, (2023)Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations., , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 19497-19521. PMLR, (2022)SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes., , , , and . NeurIPS, page 3178-3190. (2021)