Fanny Jourdan | DeepAI

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Jean-Michel Loubes
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∙ 06/08/2023

Are fairness metric scores enough to assess discrimination biases in machine learning?

This paper presents novel experiments shedding light on the shortcomings...

0 Fanny Jourdan, et al. ∙

∙ 05/11/2023

COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP tasks

Transformer architectures are complex and their use in NLP, while it has...

0 Fanny Jourdan, et al. ∙

∙ 02/27/2023

How optimal transport can tackle gender biases in multi-class neural-network classifiers for job recommendations?

Automatic recommendation systems based on deep neural networks have beco...

0 Fanny Jourdan, et al. ∙

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