Brahim Erraji

I am a PhD student at INRIA in Lille, France. My research focuses on studying the optimzation properties of machine learning models to enforce fairness under different notions for the application of distributed training (Federated Learning). Take a look at my publications to know more about my work.

Research Interests

• Optimization
• Distributed Learning
• Fairness

Education

• PhD in Fairness in Federated Learning
  • INRIA, Lille, France (2023 - Present)
• MSc in Machine Learning
  • Mohamed Bin Zayed University of AI (MBZUAI), Abu Dhabi, UAE (2021 - 2023)
  • Thesis: Personalized Learning with the Existence of Harmful Workers
• BSc in Data Science
  • Mohammed VI Polytechnic University (UM6P), Ben Guerir, Morocco (2018 - 2021)
  • Thesis: Economic Activity Estimation using Satellite Images and Machine Learning