Scholar
Afaf Taïk
Google Scholar ID: NcQKeqsAAAAJ
Université de Sherbrooke
Machine learning
Federated Learning
Algorithmic Fairness
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Citations & Impact
All-time
Citations
755
H-index
9
i10-index
9
Publications
20
Co-authors
17
list available
Publications
7 items
CIRCLE: A Framework for Evaluating AI from a Real-World Lens
2026
Cited
0
Balancing Profit and Fairness in Risk-Based Pricing Markets
2025
Cited
0
Fairness in Federated Learning: Fairness for Whom?
2025
Cited
0
Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects
2025
Cited
0
Say It Another Way: A Framework for User-Grounded Paraphrasing
2025
Cited
0
Enhancing Privacy in the Early Detection of Sexual Predators Through Federated Learning and Differential Privacy
2025
Cited
0
Differentially Private Clustered Federated Learning
2024
Cited
2
Co-authors
13 total
Soumaya Cherkaoui
Polytechnique Montreal, IEEE ComSoc Distinguished Lecturer, IVADO Researcher, IMC2 Reseacher
Golnoosh Farnadi
Assistant Professor at McGill University & Mila, Canada CIFAR AI Chair
Amine Abouaomar
Assistant Professor, Al Akhawayn University in Ifrane, Morocco
Khaoula Chehbouni
McGill University, Mila
Prakhar Ganesh
PhD, McGill University
Maryam Molamohammadi
Mila (Quebec AI Institute)
Janarthanan Rajendran
Assistant Professor, Faculty of Computer Science, Dalhousie University
Jesse Thibodeau
Mila - Quebec AI Institute
