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Multiscale simulations of complex systems by learning their effective dynamics.

, , , и . Nat. Mach. Intell., 4 (4): 359-366 (2022)

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Dietmar Uhler

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Geometry of the faithfulness assumption in causal inference, , , , и . The Annals of Statistics, 41 (2): 436--463 (2013)Active learning for optimal intervention design in causal models., , , , и . Nat. Mac. Intell., 5 (10): 1066-1075 (октября 2023)Unsupervised Protein-Ligand Binding Energy Prediction via Neural Euler's Rotation Equation., , , , и . CoRR, (2023)Mol2Image: Improved Conditional Flow Models for Molecule to Image Synthesis., , , , , , и . CVPR, стр. 6688-6698. Computer Vision Foundation / IEEE, (2021)Privacy Preserving GWAS Data Sharing., , и . ICDM Workshops, стр. 628-635. IEEE Computer Society, (2011)Membership Testing in Markov Equivalence Classes via Independence Queries., , и . AISTATS, том 238 из Proceedings of Machine Learning Research, стр. 3925-3933. PMLR, (2024)Network Analysis Identifies Regulatory Hotspots in Regions of Chromosome Interactions., , , , и . BCB, стр. 606. ACM, (2017)A Complete Neandertal Mitochondrial Genome Sequence Determined by High-Throughput Sequencing, , , , , , , , , и 15 other автор(ы). Cell, (августа 2008)Scalable privacy-preserving data sharing methodology for genome-wide association studies., , , и . J. Biomed. Informatics, (2014)Characterizing and Learning Equivalence Classes of Causal DAGs under Interventions., , и . ICML, том 80 из Proceedings of Machine Learning Research, стр. 5537-5546. PMLR, (2018)