Mahdi Khalili

Mitigating Bias in Machine Learning: A Comprehensive Review and Novel Approaches

Machine Learning (ML) algorithms are increasingly used in our daily lives, yet often exhibit discrimination against protected groups. In this talk, I discuss the growing concern of bias in ML and overview existing approaches to address fairness issues. Then, I present three novel approaches develope…