Stebėti
Afaf Taïk
Afaf Taïk
Université de Montréal and Mila - Quebec AI Institute
Patvirtintas el. paštas mila.quebec - Pagrindinis puslapis
Pavadinimas
Cituota
Cituota
Metai
Electrical load forecasting using edge computing and federated learning
A Taïk, S Cherkaoui
ICC 2020-2020 IEEE international conference on communications (ICC), 1-6, 2020
2762020
Federated edge learning: Design issues and challenges
A Tak, S Cherkaoui
IEEE Network 35 (2), 252-258, 2020
892020
Clustered Vehicular Federated Learning: Process and Optimization
A Taik, Z Mlika, S Cherkaoui
IEEE Transactions on Intelligent Transportation Systems, 2022
802022
Federated Deep Reinforcement Learning for Open RAN Slicing in 6G Networks
A Abouaomar, A Taik, A Filali, S Cherkaoui
IEEE Communications Magazine, 2022
52*2022
Data-Aware Device Scheduling for Federated Edge Learning
A Taik, Z Mlika, S Cherkaoui
IEEE Transactions on Cognitive Communications and Networking, 2021
482021
Empowering Prosumer Communities in Smart Grid with Wireless Communications and Federated Edge Learning
A Taik, B Nour, S Cherkaoui
IEEE Wireless Communications, 2021
342021
Data-quality based scheduling for federated edge learning
A Taïk, H Moudoud, S Cherkaoui
2021 IEEE 46th Conference on Local Computer Networks (LCN), 17-23, 2021
282021
Leveraging AI for Natural Disaster Management: Takeaways From The Moroccan Earthquake
MS Hackathon
arXiv preprint arXiv:2311.08999, 2023
62023
From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards
K Chehbouni, M Roshan, E Ma, FA Wei, A Taïk, JCK Cheung, G Farnadi
Findings of the Association for Computational Linguistics ACL 2024, 15694--15710, 2024
42024
Promoting Fair Vaccination Strategies through Influence Maximization: A Case Study on COVID-19 Spread
N Neophytou, A Taïk, G Farnadi
Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22285 …, 2024
32024
Green federated learning-based models and protocols
A Taik, A Abouaomar, S Cherkaoui
Green Machine Learning Protocols for Future Communication Networks, 63-102, 2024
32024
Mitigating disparate impact of differential privacy in federated learning through robust clustering
S Malekmohammadi, A Taik, G Farnadi
arXiv preprint arXiv:2405.19272, 2024
22024
Unraveling the Interconnected Axes of Heterogeneity in Machine Learning for Democratic and Inclusive Advancements
M Molamohammadi, A Taik, NL Roux, G Farnadi
Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms …, 2023
22023
Multilingual hallucination gaps in large language models
C Chataigner, A Taïk, G Farnadi
arXiv preprint arXiv:2410.18270, 2024
12024
The Curious Case of Arbitrariness in Machine Learning
P Ganesh, A Taik, G Farnadi
arXiv preprint arXiv:2501.14959, 2025
2025
Enhancing Privacy in the Early Detection of Sexual Predators Through Federated Learning and Differential Privacy
K Chehbouni, M De Cock, G Caporossi, A Taik, R Rabbany, G Farnadi
Proceedings of the AAAI Conference on Artificial Intelligence, 2025
2025
Machine Learning Applications in CR-IoV
A Abouaomar, A Filali, A Taik, S Cherkaoui
Cognitive Radio-based Internet of Vehicles, 21-49, 2024
2024
Fairness Incentives in Response to Unfair Dynamic Pricing
J Thibodeau, H Nekoei, A Taïk, J Rajendran, G Farnadi
Econometric Society Interdisciplinary Frontiers (ESIF) conference on …, 2024
2024
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