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Simultaneous Missing Value Imputation and Structure Learning with Groups., , , , , , , и . NeurIPS, (2022)Representation Disentanglement for Multi-task Learning with Application to Fetal Ultrasound., , , и . SUSI/PIPPI@MICCAI, том 11798 из Lecture Notes in Computer Science, стр. 47-55. Springer, (2019)Deep Structural Causal Models for Tractable Counterfactual Inference., , и . NeurIPS, (2020)Meta-meta-learning for Neural Architecture Search through arXiv Descent, , , , , и . (2018)Improving Image-Based Precision Medicine with Uncertainty-Aware Causal Models., , , , , и . MICCAI (5), том 14224 из Lecture Notes in Computer Science, стр. 472-481. Springer, (2023)Towards Causal Foundation Model: on Duality between Optimal Balancing and Attention., , , , , и . ICML, OpenReview.net, (2024)High Fidelity Image Counterfactuals with Probabilistic Causal Models., , , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 7390-7425. PMLR, (2023)Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty., , , , , , , и . NeurIPS, (2020)Multi-modal Learning from Unpaired Images: Application to Multi-organ Segmentation in CT and MRI., , , , , , , и . WACV, стр. 547-556. IEEE Computer Society, (2018)The Essential Role of Causality in Foundation World Models for Embodied AI., , , , , , , , , и 3 other автор(ы). CoRR, (2024)