Research Explorer

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Researcher

Christiaan Polet

Awards & Distinctions

4 Results

2025

Why synthetic discoveries are not only a problem of differentially private synthetic data

Heidelinde DehaeneAlexander DecruyenaereChristiaan PoletJohan DecruyenaerePaloma RabaeyThomas DemeesterStijn Vansteelandt

A1 Journal Article in METHODS OF INFORMATION IN MEDICINE

2024

Debiasing synthetic data generated by deep generative models

Alexander DecruyenaereHeidelinde DehaenePaloma RabaeyJohan DecruyenaereChristiaan PoletThomas DemeesterStijn Vansteelandt

The real deal behind the artificial appeal : inferential utility of tabular synthetic data

Alexander DecruyenaereHeidelinde DehaenePaloma RabaeyChristiaan PoletJohan DecruyenaereStijn VansteelandtThomas Demeester

2023

Synthetic data : can we trust statistical estimators?

Alexander DecruyenaereHeidelinde DehaenePaloma RabaeyChristiaan PoletJohan DecruyenaereStijn VansteelandtThomas Demeester