Search Results for author: Khalid Benabdeslem

Found 4 papers, 1 papers with code

Autoencoder-based Attribute Noise Handling Method for Medical Data

1 code implementation20 Jun 2022 Thomas Ranvier, Haytham Elgazel, Emmanuel Coquery, Khalid Benabdeslem

Medical datasets are particularly subject to attribute noise, that is, missing and erroneous values.

Attribute Imputation

Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention

no code implementations29 Sep 2021 Yacine GACI, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem

Recent studies in fair Representation Learning have observed a strong inclination for natural language processing (NLP) models to exhibit discriminatory stereotypes across gender, religion, race and many such social constructs.

Fairness Representation Learning +2

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