Afaf Taïk

According to our database, Afaf Taïk authored at least 14 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Multilingual Hallucination Gaps in Large Language Models.

Cléa Chataigner, Afaf Taïk, Golnoosh Farnadi

CoRR, 2024

Mitigating Disparate Impact of Differential Privacy in Federated Learning through Robust Clustering.

Saber Malekmohammadi, Afaf Taïk, Golnoosh Farnadi

CoRR, 2024

Fairness Incentives in Response to Unfair Dynamic Pricing.

Jesse Thibodeau, Hadi Nekoei, Afaf Taïk, Janarthanan Rajendran, Golnoosh Farnadi

CoRR, 2024

From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards.

Khaoula Chehbouni, Megha Roshan, Emmanuel Ma, Futian Andrew Wei, Afaf Taïk, Jackie Chi Kit Cheung, Golnoosh Farnadi

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Promoting Fair Vaccination Strategies through Influence Maximization: A Case Study on COVID-19 Spread.

Nicola Neophytou, Afaf Taïk, Golnoosh Farnadi

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Federated Deep Reinforcement Learning for Open RAN Slicing in 6G Networks.

Amine Abouaomar, Afaf Taïk, Abderrahime Filali, Soumaya Cherkaoui

IEEE Commun. Mag., February, 2023

Unraveling the Interconnected Axes of Heterogeneity in Machine Learning for Democratic and Inclusive Advancements.

Maryam Molamohammadi, Afaf Taïk, Nicolas Le Roux, Golnoosh Farnadi

Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, 2023

2022

Clustered Vehicular Federated Learning: Process and Optimization.

Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui

IEEE Trans. Intell. Transp. Syst., 2022

Data-Aware Device Scheduling for Federated Edge Learning.

Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui

IEEE Trans. Cogn. Commun. Netw., 2022

Federated Learning for RAN Slicing in Beyond 5G Networks.

Amine Abouaomar, Afaf Taïk, Abderrahime Filali, Soumaya Cherkaoui

CoRR, 2022

2021

Empowering Prosumer Communities in Smart Grid with Wireless Communications and Federated Edge Learning.

Afaf Taïk, Boubakr Nour, Soumaya Cherkaoui

IEEE Wirel. Commun., 2021

Federated Edge Learning: Design Issues and Challenges.

Afaf Taïk, Soumaya Cherkaoui

IEEE Netw., 2021

Data-Quality Based Scheduling for Federated Edge Learning.

Afaf Taïk, Hajar Moudoud, Soumaya Cherkaoui

Proceedings of the 46th IEEE Conference on Local Computer Networks, 2021

2020

Electrical Load Forecasting Using Edge Computing and Federated Learning.

Afaf Taïk, Soumaya Cherkaoui

Proceedings of the 2020 IEEE International Conference on Communications, 2020