Afaf Taïk

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 22

Top Topics

Resource Reservation

Top Venues

IEEE Wirel. Commun.

Publications

Khaoula Chehbouni, Megha Roshan, Emmanuel Ma, Futian Andrew Wei, Afaf Taïk, Jackie Chi Kit Cheung, Golnoosh Farnadi
From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards. ACL (Findings) (2024)
Nicola Neophytou, Afaf Taïk, Golnoosh Farnadi
Promoting Fair Vaccination Strategies through Influence Maximization: A Case Study on COVID-19 Spread. AAAI (2024)
Jesse Thibodeau, Hadi Nekoei, Afaf Taïk, Janarthanan Rajendran, Golnoosh Farnadi
Fairness Incentives in Response to Unfair Dynamic Pricing. CoRR (2024)
Khaoula Chehbouni, Megha Roshan, Emmanuel Ma, Futian Andrew Wei, Afaf Taïk, Jackie C. K. Cheung, Golnoosh Farnadi
From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards. CoRR (2024)
Saber Malekmohammadi, Afaf Taïk, Golnoosh Farnadi
Mitigating Disparate Impact of Differential Privacy in Federated Learning through Robust Clustering. CoRR (2024)
Nicola Neophytou, Afaf Taïk, Golnoosh Farnadi
Promoting Fair Vaccination Strategies Through Influence Maximization: A Case Study on COVID-19 Spread. CoRR (2024)
Maryam Molamohammadi, Afaf Taïk, Nicolas Le Roux, Golnoosh Farnadi
Unraveling the Interconnected Axes of Heterogeneity in Machine Learning for Democratic and Inclusive Advancements. EAAMO (2023)
Amine Abouaomar, Afaf Taïk, Abderrahime Filali, Soumaya Cherkaoui
Federated Deep Reinforcement Learning for Open RAN Slicing in 6G Networks. IEEE Commun. Mag. 61 (2) (2023)
Maryam Molamohammadi, Afaf Taïk, Nicolas Le Roux, Golnoosh Farnadi
Unraveling the Interconnected Axes of Heterogeneity in Machine Learning for Democratic and Inclusive Advancements. CoRR (2023)
Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
Clustered Vehicular Federated Learning: Process and Optimization. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Afaf Taïk, Hajar Moudoud, Soumaya Cherkaoui
Data-Quality Based Scheduling for Federated Edge Learning. CoRR (2022)
Amine Abouaomar, Afaf Taïk, Abderrahime Filali, Soumaya Cherkaoui
Federated Learning for RAN Slicing in Beyond 5G Networks. CoRR (2022)
Afaf Taïk, Soumaya Cherkaoui
Electrical Load Forecasting Using Edge Computing and Federated Learning. CoRR (2022)
Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
Clustered Vehicular Federated Learning: Process and Optimization. CoRR (2022)
Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
Data-Aware Device Scheduling for Federated Edge Learning. IEEE Trans. Cogn. Commun. Netw. 8 (1) (2022)
Afaf Taïk, Soumaya Cherkaoui
Federated Edge Learning: Design Issues and Challenges. IEEE Netw. 35 (2) (2021)
Afaf Taïk, Hajar Moudoud, Soumaya Cherkaoui
Data-Quality Based Scheduling for Federated Edge Learning. LCN (2021)
Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
Data-Aware Device Scheduling for Federated Edge Learning. CoRR (2021)
Afaf Taïk, Boubakr Nour, Soumaya Cherkaoui
Empowering Prosumer Communities in Smart Grid with Wireless Communications and Federated Edge Learning. CoRR (2021)
Afaf Taïk, Boubakr Nour, Soumaya Cherkaoui
Empowering Prosumer Communities in Smart Grid with Wireless Communications and Federated Edge Learning. IEEE Wirel. Commun. 28 (6) (2021)
Afaf Taïk, Soumaya Cherkaoui
Federated Edge Learning : Design Issues and Challenges. CoRR (2020)
Afaf Taïk, Soumaya Cherkaoui
Electrical Load Forecasting Using Edge Computing and Federated Learning. ICC (2020)