Benoît Ronval

According to our database, Benoît Ronval authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

TAGAL: Tabular Data Generation Using Agentic LLM Methods.

Benoît Ronval, Pierre Dupont, Siegfried Nijssen

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Detection of Large Language Model Contamination with Tabular Data.

Benoît Ronval, Pierre Dupont, Siegfried Nijssen

Proceedings of the Advances in Intelligent Data Analysis XXIII, 2025

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

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Codenames as a Benchmark for Large Language Models.

Matthew Stephenson, Matthew Sidji, Benoît Ronval

CoRR, 2024

Can Generative Ai-based Data Balancing Mitigate Unfairness Issues in Machine Learning?

Benoît Ronval, Siegfried Nijssen, Ludwig Bothmann

Proceedings of the 3rd European Workshop on Algorithmic Fairness, 2024