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Synthcity: facilitating innovative use cases of synthetic data in different data modalities., , и . CoRR, (2023)Estimating Multi-cause Treatment Effects via Single-cause Perturbation., , и . NeurIPS, стр. 23754-23767. (2021)When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes., , и . NeurIPS, (2020)Neural Laplace: Learning diverse classes of differential equations in the Laplace domain., , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 8811-8832. PMLR, (2022)Causal Deep Learning: Encouraging Impact on Real-world Problems Through Causality., , , и . Found. Trends Signal Process., 18 (3): 200-309 (2024)Learning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis., , , , , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 792-802. PMLR, (2021)D-CODE: Discovering Closed-form ODEs from Observed Trajectories., , и . ICLR, OpenReview.net, (2022)DAGnosis: Localized Identification of Data Inconsistencies using Structures., , , , , и . AISTATS, том 238 из Proceedings of Machine Learning Research, стр. 1864-1872. PMLR, (2024)Adaptive Experiment Design with Synthetic Controls., , и . AISTATS, том 238 из Proceedings of Machine Learning Research, стр. 1180-1188. PMLR, (2024)When to Make and Break Commitments?, , и . ICLR, OpenReview.net, (2023)