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Fairness of predictive models: an application to insurance markets

16/03/2024 Arthur Charpentier Leave a comment

fairness fondation grant insurance SCOR

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Recent Posts

European Actuarial Journal Conference (in Lisbon) 06/09/2024
Workshop on Climate Change and Insurance, CCI’24, in Vienna 03/09/2024
C’est la rentrée du Manuel d’Assurance 28/08/2024
Internships, Spring and Summer 2025 19/08/2024
Back from London 13/08/2024
Szkoła Nauk Aktuarialnych 09/08/2024
End of the week in Cambridge, UK 09/08/2024
Probabilistic Scores of Classifiers, Calibration is not Enough 07/08/2024
Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness 07/08/2024
Seminario de Matemáticas Aplicadas 07/08/2024
From Uncertainty to Precision 05/08/2024
Time for a (short) break 30/07/2024
Bayesian Improved Surname Geocoding to predict “Race” in the U.S. 22/07/2024
Measuring and mitigating biases in motor insurance pricing 20/07/2024
Exploration des Techniques de Transfert d’Apprentissage sur des Données Climatiques 16/07/2024
Some updates about the insurance datasets package (CASdataset) 11/07/2024
Talk at the 27th International Congress on Insurance: Mathematics and Economics 09/07/2024
Portrait de Franklin, lauréat du Prix des Sciences du Risque 09/07/2024
Talk on collaborative insurance, unfairness and discrimination 08/07/2024
Talks in Chicago 07/07/2024
Insurance, Biases, Discrimination and Fairness 05/07/2024
Next week in Chicago, IL 05/07/2024
Warsaw Actuarial School (September 2024) 05/07/2024
Croissance, décroissance, de quoi parle-t-on ? 05/07/2024
Samuel が横浜に到着 03/07/2024
Contribution of machine learning in modeling rare values and imbalanced data 28/06/2024
Partage des données, à qui profite le crime ? 25/06/2024
Exposé et atelier au Centre de recherche sur l’intelligence2 en gestion de systèmes complexes (CRI2GS) 25/06/2024
Generalized Oversampling for Learning from Imbalanced datasets and Associated Theory 24/06/2024
Can we diversify extremal events? 23/06/2024
Peut-on diversifier des risques extrêmes ? 21/06/2024
Prix des Sciences du Risque de la Fondation Optimind – Accenture 21/06/2024
IDSC’24, Insurance Data Science Conference, in Stockholm 18/06/2024
Talk in Stockholm, Sweden, at the Insurance Data Science Conference 16/06/2024
Talk in København 13/06/2024
From Contemplative to Predictive Modeling 10/06/2024
Talk in Leuven, Belgium 09/06/2024
SCOR Foundation – Scope and limits of Artificial intelligence 08/06/2024
Trip in (Northern) Europe 06/06/2024
Quantifying Fairness and Discrimination in Predictive Models 04/06/2024

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Freakonometrics

Some sort of unpretentious (academic) blog, by a surreptitious economist and born-again mathematician. A blog activist, and an actuary, too. Always curious. Because academics are probably more than the sum of our publication lists, grants and conference talks...

Used to live in Paris and Rennes (France), Leuven (Belgium), Hong-Kong (China). Now professor and researcher in Montréal (Canada). ENSAE ParisTech & KU Leuven Alumni

freakonometrics.github.io

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