Synthetic Data: Can We Trust Statistical Estimators? - Alexander Decruyenaere; Heidelinde Dehaene; Paloma Rabaey; Christiaan Polet; Johan Decruyenaere; Stijn Vansteelandt; Thomas Demeester (CoRR, 2023)

Debiasing Synthetic Data Generated by Deep Generative Models. - Alexander Decruyenaere; Heidelinde Dehaene; Paloma Rabaey; Johan Decruyenaere; Christiaan Polet; Thomas Demeester; Stijn Vansteelandt (NeurIPS, 2024)

The Real Deal Behind the Artificial Appeal: Inferential Utility of Tabular Synthetic Data. - Alexander Decruyenaere; Heidelinde Dehaene; Paloma Rabaey; Christiaan Polet; Johan Decruyenaere; Stijn Vansteelandt; Thomas Demeester (UAI, 2024)