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Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era., , , , , , , , , and 28 other author(s). CoRR, (2019)Unsupervised Resource Allocation with Graph Neural Networks., , and . CoRR, (2021)Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets., , , , and . CoRR, (2023)Deep learning insights into cosmological structure formation., , , , and . CoRR, (2020)DeepCMB: Lensing reconstruction of the cosmic microwave background with deep neural networks., , , , , and . Astron. Comput., (2019)Crowdsourcing quality control for Dark Energy Survey images., , , , , , , , , and 40 other author(s). Astron. Comput., (2016)DIGS: deep inference of galaxy spectra with neural posterior estimation., , , , and . Mach. Learn. Sci. Technol., 3 (4): 4 (December 2022)DeepAstroUDA: semi-supervised universal domain adaptation for cross-survey galaxy morphology classification and anomaly detection., , , , , , and . Mach. Learn. Sci. Technol., 4 (2): 25013 (June 2023)Machine Learning and Cosmology., , , , , , , , , and 1 other author(s). CoRR, (2022)DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains., , , , , , , , and . CoRR, (2021)