Cohort-amortized personalization trains a neural density estimator on mechanistic simulations under a low-rank cohort prior to enable seconds-scale, privacy-preserving personalization of virtual brain twins across heterogeneous atlases.
and Popovych, Oleksandr V
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Cohort-amortized personalization: navigating the privacy-utility frontier for virtual brain twins
Cohort-amortized personalization trains a neural density estimator on mechanistic simulations under a low-rank cohort prior to enable seconds-scale, privacy-preserving personalization of virtual brain twins across heterogeneous atlases.