Paloma Rabaey

According to our database, Paloma Rabaey authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Prior Knowledge Injection into Deep Learning Models Predicting Gene Expression from Whole Slide Images.

Max Hallemeesch, Marija Pizurica, Paloma Rabaey, Olivier Gevaert, Thomas Demeester, Kathleen Marchal

CoRR, January, 2025

SynSUM - Synthetic Benchmark with Structured and Unstructured Medical Records.

Paloma Rabaey, Stefan Heytens, Thomas Demeester

Dataset, January, 2025

2024

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

Henri Arno, Paloma Rabaey, Thomas Demeester

CoRR, 2024

SynSUM - Synthetic Benchmark with Structured and Unstructured Medical Records.

Paloma Rabaey, Henri Arno, Stefan Heytens, Thomas Demeester

CoRR, 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

Proceedings of the Uncertainty in Artificial Intelligence, 2024

Debiasing Synthetic Data Generated by Deep Generative Models.

Alexander Decruyenaere, Heidelinde Dehaene, Paloma Rabaey, Johan Decruyenaere, Christiaan Polet, Thomas Demeester, Stijn Vansteelandt

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Clinical Reasoning over Tabular Data and Text with Bayesian Networks.

Paloma Rabaey, Johannes Deleu, Stefan Heytens, Thomas Demeester

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2023

Synthetic Data: Can We Trust Statistical Estimators?

Alexander Decruyenaere, Heidelinde Dehaene, Paloma Rabaey, Christiaan Polet, Johan Decruyenaere, Stijn Vansteelandt, Thomas Demeester

CoRR, 2023

2022

Neural Bayesian Network Understudy.

Paloma Rabaey, Cedric De Boom, Thomas Demeester

CoRR, 2022

2021

Frozen Pretrained Transformers for Neural Sign Language Translation.

Mathieu De Coster, Karel D'Oosterlinck, Marija Pizurica, Paloma Rabaey, Severine Verlinden, Mieke Van Herreweghe, Joni Dambre

Proceedings of the 1st International Workshop on Automatic Translation for Signed and Spoken Languages, 2021