Youssef Allouah
Scholar

Youssef Allouah

Google Scholar ID: kVZu88cAAAAJ
EPFL
Machine LearningRobustnessPrivacyMachine UnlearningFederated Learning
Citations & Impact
All-time
Citations
227
 
H-index
7
 
i10-index
6
 
Publications
16
 
Co-authors
5
list available
Resume (English only)
Academic Achievements
  • Published multiple papers including 'Distributional Unlearning: Forgetting Distributions, Not Just Samples', 'Towards Trustworthy Federated Learning with Untrusted Participants' and more. A full list is available on his personal webpage.
Research Experience
  • Working on trustworthy machine learning.
Education
  • PhD in Computer Science from EPFL, the Swiss Federal Institute of Technology in Lausanne; Bachelor's in Mathematics and Computer Science from Ecole Polytechnique; Conducted research at Amazon and Stanford University.
Background
  • Research interests include privacy, robustness, and unlearning, especially in distributed settings.