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09/12/2023
A Sequentially Fair Mechanism for Multiple Sensitive Attributes
In the standard use case of Algorithmic Fairness, the goal is to elimina...
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08/22/2023
Addressing Fairness and Explainability in Image Classification Using Optimal Transport
Algorithmic Fairness and the explainability of potentially unfair outcom...
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06/22/2023
Mitigating Discrimination in Insurance with Wasserstein Barycenters
The insurance industry is heavily reliant on predictions of risks based ...
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06/16/2023
Fairness in Multi-Task Learning via Wasserstein Barycenters
Algorithmic Fairness is an established field in machine learning that ai...
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12/17/2021
An overview of active learning methods for insurance with fairness appreciation
This paper addresses and solves some challenges in the adoption of machi...
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09/28/2021