Student community member
- Doctoral Student, Department of software engineering, information technology, École de technologie supérieure (ÉTS)
Thematic groups
Publications
A Survey on Fairness Without Demographics
The issue of bias in Machine Learning (ML) models is a significant challenge for the machine learning community. Real-world biases can be embedded in the data used to train models, and prior studies have shown that ML models can learn and even amplify these biases. This can result in unfair treatment of individuals bas ...