Benoît Ronval

PhD student, INGI, Ecole Polytechnique de Louvain

Joined

June 2024

Names

Benoît Ronval (Preferred)

Emails

****@uclouvain.be (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

INGI, Ecole Polytechnique de Louvain (uclouvain.be)

2023 – 2028

Advisors, Relations & Conflicts

PhD Advisor

Siegfried Nijssen

Present

PhD Advisor

Present

Expertise

deep learning

,

LLMs

,

generative AI

,

tabular data

Present

Publications

TABFAIRGDT: A Fast Fair Tabular Data Generator using Autoregressive Decision Trees
Emmanouil Panagiotou, Benoît Ronval, Arjun Roy, Ludwig Bothmann, Bernd Bischl, Siegfried Nijssen, Eirini Ntoutsi
- CoRR 2025
- Readers: Everyone
TAGAL: Tabular Data Generation using Agentic LLM Methods
Benoît Ronval, Pierre Dupont, Siegfried Nijssen
- CoRR 2025
- Readers: Everyone
TabFairGDT: A Fast Fair Tabular Data Generator Using Autoregressive Decision Trees
Emmanouil Panagiotou, Benoît Ronval, Arjun Roy, Ludwig Bothmann, Bernd Bischl, Siegfried Nijssen, Eirini Ntoutsi
- ICDM 2025
- Readers: Everyone
Detection of Large Language Model Contamination with Tabular Data
Benoît Ronval, Pierre Dupont, Siegfried Nijssen
- IDA 2025
- Readers: Everyone
Codenames as a Benchmark for Large Language Models
Matthew Stephenson, Matthew Sidji, Benoît Ronval
- CoRR 2024
- Readers: Everyone
Can Generative Ai-based Data Balancing Mitigate Unfairness Issues in Machine Learning?
Benoît Ronval, Siegfried Nijssen, Ludwig Bothmann
- EWAF 2024
- Readers: Everyone

Co-Authors