Paloma Rabaey

PhD student, Department of Information Technology, Ghent University

Joined

September 2022

Names

Paloma Rabaey (Preferred)

Emails

****@ugent.be (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

PhD student

Department of Information Technology, Ghent University (ugent.be)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Edward Choi

2025 – 2026

PhD Advisor

Thomas Demeester

2021 – 2026

Expertise

causal machine learning

Present

clinical decision making

Present

bayesian networks

Present

multi-modal machine learning

Present

Publications

Lunguage: A Benchmark for Structured and Sequential Chest X-ray Interpretation
Jong Hak Moon, Geon Choi, Paloma Rabaey, Min Gwan Kim, Hyuk Gi Hong, Jung-Oh Lee, Hangyul Yoon, Eun Woo Doe, Jiyoun Kim, Harshita Sharma, Daniel C. Castro, Javier Alvarez-Valle, Edward Choi
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SynSUM -- Synthetic Benchmark with Structured and Unstructured Medical Records
Paloma Rabaey, Henri Arno, Stefan Heytens, Thomas Demeester
- GenAI4Health Poster
- Readers: Everyone
From Text to Treatment Effects: A Meta-Learning Approach to Handling Text-Based Confounding
Henri Arno, Paloma Rabaey, Thomas Demeester
- CRL@NeurIPS 2024 Poster
- Readers: Everyone
Debiasing Synthetic Data Generated by Deep Generative Models
Alexander Decruyenaere, Heidelinde Dehaene, Paloma Rabaey, Johan Decruyenaere, Christiaan Polet, Thomas Demeester, Stijn Vansteelandt
- NeurIPS 2024 poster
- Readers: Everyone
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 spotlight
- Readers: Everyone
Synthetic Data: Can We Trust Statistical Estimators?
Alexander Decruyenaere, Heidelinde Dehaene, Paloma Rabaey, Christiaan Polet, Johan Decruyenaere, Stijn Vansteelandt, Thomas Demeester
- DGM4H NeurIPS 2023 Poster
- Readers: Everyone
Neural Bayesian Network Understudy
Paloma Rabaey, Cedric De Boom, Thomas Demeester
- 03 Oct 2022 (modified: 08 Feb 2026)
- CML4Impact
- Readers: Everyone

Paloma Rabaey

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Lunguage: A Benchmark for Structured and Sequential Chest X-ray Interpretation

SynSUM -- Synthetic Benchmark with Structured and Unstructured Medical Records

From Text to Treatment Effects: A Meta-Learning Approach to Handling Text-Based Confounding

Debiasing Synthetic Data Generated by Deep Generative Models

The Real Deal Behind the Artificial Appeal: Inferential Utility of Tabular Synthetic Data

Synthetic Data: Can We Trust Statistical Estimators?

Neural Bayesian Network Understudy

Co-Authors