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04/23/2023
Meaningful Causal Aggregation and Paradoxical Confounding
In aggregated variables the impact of interventions is typically ill-def...
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02/28/2023
Deep Learning for Mean Field Optimal Transport
Mean field control (MFC) problems have been introduced to study social o...
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02/08/2021
Model Rectification via Unknown Unknowns Extraction from Deployment Samples
Model deficiency that results from incomplete training data is a form of...
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06/24/2019