7 citations · 12 across the 7 of their papers we have counts for
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cs.LG2025
Variance-Based Defense Against Blended Backdoor Attacks
Sujeevan Aseervatham, Achraf Kerzazi, Younès Bennani
Backdoor attacks represent a subtle yet effective class of cyberattacks targeting AI models, primarily due to their stealthy nature. The model behaves normally on clean data but ex…
cs.LG2024
Collaborative Multi-source Domain Adaptation Through Optimal Transport
Omar Ghannou, Younès Bennani
Multi-source Domain Adaptation (MDA) seeks to adapt models trained on data from multiple labeled source domains to perform effectively on an unlabeled target domain data, assuming…
cs.LG2021★ 7 cited
Label Propagation Through Optimal Transport
Mourad El Hamri, Younès Bennani, Issam Falih
In this paper, we tackle the transductive semi-supervised learning problem that aims to obtain label predictions for the given unlabeled data points according to Vapnik's principle…