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External Tag: Publications

Who benefits from data sharing?

External Tags Barry, FIDA, Financial Data Access, Laurence, Laurence Barry, Publications, Risques

Partage des données, à qui profite le crime ?

External Tags Barry, climat, corporels, données, FIDA, Financial Data Access, Laurence, Laurence Barry, ouverture, partage, Publications, Risques

From Uncertainty to Precision: Enhancing Binary Classifier Performance through Calibration

External Tags Agathe, calibration, classifier, Emmanuel, Ewen, François, logistic, probability, Publications

A Fair price to pay: exploiting causal graphs for fairness in insurance

External Tags aware, causal, cote, DAG, fairness, group fairness criteria, hyperaware, Marie-Pier, Olivier, Publications, scores, unaware

The Intricacies and Ethical Challenges of Bias in Generative Language Models

External Tags ai, bias, Blog, GenAI, papers, Publications

Measuring and Mitigating Biases in Motor Insurance Pricing

External Tags arxiv, discrimination, Franck, Moriah, Mulah, Mulah Moriah, Publications, Vermet

Intelligence artificielle et individualisation des garanties en assurance: échec ou retard à l’allumage ?

External Tags assurance, document de travail, IA, individualisation, pari, Publications, Vamparys, WP

Fairness Explainability using Optimal Transport with Applications in Image Classification

External Tags arxiv, fairness, Hu, images, optimal transport, Publications, Ratz, research, Wassertein

Parametric Fairness with Statistical Guarantees

External Tags approximate, arxiv, barycenter, fairness, Hu, parametric, Publications, Ratz, statistical model, Wassertein