2 papers
cs.LG2025
Fairness Interventions in Classification: A Study on AI Explainability
Thomas Souverain, Johnathan Nguyen, Nicolas Meric +1
This paper presents a philosophical and experimental study of fairness interventions in AI classification, centered on the explainability and transparency of corrective methods, an…
cs.CR2025
Watermarking Large Language Models in Europe: Interpreting the AI Act in Light of Technology
Thomas Souverain
To foster trustworthy Artificial Intelligence (AI) within the European Union, the AI Act requires providers to mark and detect the outputs of their general-purpose models. The Arti…