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)

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)

Artificial intelligence for satellite communication: A review. - Fares Fourati; Mohamed-Slim Alouini (Intell. Converged Networks, 2021)

Bridging the Urban-Rural Connectivity Gap through Intelligent Space, Air, and Ground Networks. - Fares Fourati; Saeed Hamood Alsamhi; Mohamed-Slim Alouini (CoRR, 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)

Randomized Greedy Learning for Non-monotone Stochastic Submodular Maximization Under Full-bandit Feedback. - Fares Fourati; Vaneet Aggarwal; Christopher J. Quinn; Mohamed-Slim Alouini (AISTATS, 2023)

FilFL: Accelerating Federated Learning via Client Filtering. - Fares Fourati; Salma Kharrat; Vaneet Aggarwal; Mohamed-Slim Alouini; Marco Canini (CoRR, 2023)

Combinatorial Stochastic-Greedy Bandit. - Fares Fourati; Christopher John Quinn; Mohamed-Slim Alouini; Vaneet Aggarwal (AAAI, 2024)

FilFL: Client Filtering for Optimized Client Participation in Federated Learning. - Fares Fourati; Salma Kharrat; Vaneet Aggarwal; Mohamed-Slim Alouini; Marco Canini (ECAI, 2024)

Federated Combinatorial Multi-Agent Multi-Armed Bandits. - Fares Fourati; Mohamed-Slim Alouini; Vaneet Aggarwal (ICML, 2024)

Stochastic Q-learning for Large Discrete Action Spaces. - Fares Fourati; Vaneet Aggarwal; Mohamed-Slim Alouini (ICML, 2024)

Addressing Bias Through Ensemble Learning and Regularized Fine-Tuning. - Ahmed Radwan; Layan Zaafarani; Jetana Abudawood; Faisal AlZahrani; Fares Fourati (CoRR, 2024)

ACING: Actor-Critic for Instruction Learning in Black-Box Large Language Models. - Salma Kharrat; Fares Fourati; Marco Canini (CoRR, 2024)

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants. - Fares Fourati; Salma Kharrat; Vaneet Aggarwal; Mohamed-Slim Alouini (AISTATS, 2025)