Combining propensity score methods with variational autoencoders for generating synthetic data in presence of latent sub-groups

K Farhadyar, F Bonofiglio, M Hackenberg… - arXiv preprint arXiv …, 2023 - arxiv.org
In settings requiring synthetic data generation based on a clinical cohort, eg, due to data
protection regulations, heterogeneity across individuals might be a nuisance that we need to …

Combining propensity score methods with variational autoencoders for generating synthetic data in presence of latent sub-groups

K Farhadyar, F Bonofiglio, M Hackenberg… - arXiv e …, 2023 - ui.adsabs.harvard.edu
In settings requiring synthetic data generation based on a clinical cohort, eg, due to data
protection regulations, heterogeneity across individuals might be a nuisance that we need to …