Fares Fourati

According to our database, Fares Fourati authored at least 19 papers between 2020 and 2026.

Collaborative distances:

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

2026

Label-Efficient School Detection from Aerial Imagery via Weakly Supervised Pretraining and Fine-Tuning.

Zakarya Elmimouni, Fares Fourati, Mohamed-Slim Alouini

CoRR, May, 2026

ECPv2: Fast, Efficient, and Scalable Global Optimization of Lipschitz Functions.

Fares Fourati, Mohamed-Slim Alouini, Vaneet Aggarwal

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

A Coherence-Based Measure of AGI.

Fares Fourati

CoRR, October, 2025

Retrieval-Augmented Generation for Reliable Interpretation of Radio Regulations.

Zakaria El Kassimi, Fares Fourati, Mohamed-Slim Alouini

CoRR, September, 2025

ACING: Actor-Critic for Instruction Learning in Black-Box LLMs.

Salma Kharrat, Fares Fourati, Marco Canini

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants.

Fares Fourati, Salma Kharrat, Vaneet Aggarwal, Mohamed-Slim Alouini

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

ACING: Actor-Critic for Instruction Learning in Black-Box Large Language Models.

Salma Kharrat, Fares Fourati, Marco Canini

CoRR, 2024

Addressing Bias Through Ensemble Learning and Regularized Fine-Tuning.

Ahmed Radwan, Layan Zaafarani, Jetana Abudawood, Faisal AlZahrani, Fares Fourati

CoRR, 2024

Stochastic Q-learning for Large Discrete Action Spaces.

Fares Fourati, Vaneet Aggarwal, Mohamed-Slim Alouini

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Federated Combinatorial Multi-Agent Multi-Armed Bandits.

Fares Fourati, Mohamed-Slim Alouini, Vaneet Aggarwal

Proceedings of the Forty-first International Conference on Machine Learning, 2024

FilFL: Client Filtering for Optimized Client Participation in Federated Learning.

Fares Fourati, Salma Kharrat, Vaneet Aggarwal, Mohamed-Slim Alouini, Marco Canini

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Combinatorial Stochastic-Greedy Bandit.

Fares Fourati, Christopher John Quinn, Mohamed-Slim Alouini, Vaneet Aggarwal

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

2023

FilFL: Accelerating Federated Learning via Client Filtering.

Fares Fourati, Salma Kharrat, Vaneet Aggarwal, Mohamed-Slim Alouini, Marco Canini

CoRR, 2023

Randomized Greedy Learning for Non-monotone Stochastic Submodular Maximization Under Full-bandit Feedback.

Fares Fourati, Vaneet Aggarwal, Christopher J. Quinn, Mohamed-Slim Alouini

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Network Graph Generation Through Adaptive Clustering and Infection Dynamics: A Step Toward Global Connectivity.

Aniq Ur Rahman, Fares Fourati, Khac-Hoang Ngo, Anish Jindal, Mohamed-Slim Alouini

IEEE Commun. Lett., 2022

Bridging the Urban-Rural Connectivity Gap through Intelligent Space, Air, and Ground Networks.

Fares Fourati, Saeed Hamood Alsamhi, Mohamed-Slim Alouini

CoRR, 2022

2021

Artificial intelligence for satellite communication: A review.

Fares Fourati, Mohamed-Slim Alouini

Intell. Converged Networks, 2021

Network Graph Generation through Adaptive Clustering and Infection Dynamics: A Step Towards Global Connectivity.

Aniq Ur Rahman, Fares Fourati, Khac-Hoang Ngo, Anish Jindal, Mohamed-Slim Alouini

CoRR, 2021

2020

An original framework for Wheat Head Detection using Deep, Semi-supervised and Ensemble Learning within Global Wheat Head Detection (GWHD) Dataset.

Fares Fourati, Wided Souidène, Rabah Attia

CoRR, 2020