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SurvivalGAN: Generating Time-to-Event Data for Survival Analysis.

, , , , и . AISTATS, том 206 из Proceedings of Machine Learning Research, стр. 10279-10304. PMLR, (2023)

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Robert Fergus

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Fergus J King

 

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Deep Generative Models for 3D Linker Design., , , и . J. Chem. Inf. Model., 60 (4): 1983-1995 (2020)Self-Supervision Enhanced Feature Selection with Correlated Gates., , и . ICLR, OpenReview.net, (2022)Closing the loop in medical decision support by understanding clinical decision-making: A case study on organ transplantation., , , , , и . NeurIPS, стр. 23205-23217. (2021)To Impute or not to Impute? - Missing Data in Treatment Effect Estimation., , , , и . CoRR, (2022)Differentiable and Transportable Structure Learning., , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 2206-2233. PMLR, (2023)To Impute or not to Impute? Missing Data in Treatment Effect Estimation., , , , и . AISTATS, том 206 из Proceedings of Machine Learning Research, стр. 3568-3590. PMLR, (2023)Improving Adaptive Conformal Prediction Using Self-Supervised Learning., , , и . AISTATS, том 206 из Proceedings of Machine Learning Research, стр. 10160-10177. PMLR, (2023)Multiple stakeholders drive diverse interpretability requirements for machine learning in healthcare., , и . Nat. Mac. Intell., 5 (8): 824-829 (августа 2023)Dissecting Sample Hardness: A Fine-Grained Analysis of Hardness Characterization Methods for Data-Centric AI., , и . CoRR, (2024)DC-Check: A Data-Centric AI checklist to guide the development of reliable machine learning systems., , и . CoRR, (2022)