Preprint Article Version 1 This version is not peer-reviewed Version 1 : Received: 31 May 2024 / Approved: 3 June 2024 / Online: 3 June 2024 (07:46:41 CEST) Bhattacharya, A.; Stumpf, S.; Verbert, K. Representation Debiasing of Generated Data Involving Domain Experts. Preprints 2024, 2024060050. https://doi.org/10.20944/preprints202406.0050.v1 Bhattacharya, A.; Stumpf, S.; Verbert, K. Representation Debiasing of Generated Data Involving Domain Experts. Preprints 2024, 2024060050.