Flavien Prost | DeepAI

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research

∙ 07/11/2023

Towards A Scalable Solution for Improving Multi-Group Fairness in Compositional Classification

Despite the rich literature on machine learning fairness, relatively lit...

0 James Atwood, et al. ∙

research

∙ 10/25/2019

Toward a better trade-off between performance and fairness with kernel-based distribution matching

As recent literature has demonstrated how classifiers often carry uninte...

39 Flavien Prost, et al. ∙

research

∙ 08/07/2019

Debiasing Embeddings for Reduced Gender Bias in Text Classification

(Bolukbasi et al., 2016) demonstrated that pretrained word embeddings ca...

0 Flavien Prost, et al. ∙