18 months ago, we organized a Workshop on fairness and discrimination in insurance, at Laval University (in Québec city), with Marie-Pier Côté. And we can now officially annonce that in 6 months, the second workshop will be organized. More to come soon…
Daily Archives: 07/12/2023
A Sequentially Fair Mechanism for Multiple Sensitive Attributes
Nice review of our paper, with Philipp Ratz and François Hu, on montrealethics.ai.
Ask a group of people which biases in machine learning should be reduced, and you are likely to be showered with suggestions, making it difficult to decide where to start. To enable an objective discussion, we study a way to sequentially get rid of biases and propose a tool that can efficiently analyze the effects that the order of correction has on outcomes.
A Sequentially Fair Mechanism for Multiple Sensitive Attributes