Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
TABFAIRGDT: A Fast Fair Tabular Data Generator using Autoregressive Decision Trees
Emmanouil Panagiotou, Benoît Ronval, Arjun Roy +4
Ensuring fairness in machine learning remains a significant challenge, as models often inherit biases from their training data. Generative models have recently emerged as a promisi…
cs.LG2025
TAGAL: Tabular Data Generation using Agentic LLM Methods
Benoît Ronval, Pierre Dupont, Siegfried Nijssen
The generation of data is a common approach to improve the performance of machine learning tasks, among which is the training of models for classification. In this paper, we presen…