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ORCIDFares Fourati
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2020 – today
- 2024
[c5]Fares Fourati
, Christopher John Quinn, Mohamed-Slim Alouini, Vaneet Aggarwal:
Combinatorial Stochastic-Greedy Bandit. AAAI 2024: 12052-12060- [c4]Fares Fourati, Salma Kharrat, Vaneet Aggarwal, Mohamed-Slim Alouini, Marco Canini:
FilFL: Client Filtering for Optimized Client Participation in Federated Learning. ECAI 2024: 2460-2467 - [c3]Fares Fourati, Mohamed-Slim Alouini, Vaneet Aggarwal:
Federated Combinatorial Multi-Agent Multi-Armed Bandits. ICML 2024 - [c2]Fares Fourati, Vaneet Aggarwal, Mohamed-Slim Alouini:
Stochastic Q-learning for Large Discrete Action Spaces. ICML 2024 - [i11]Ahmed Radwan, Layan Zaafarani, Jetana Abudawood, Faisal AlZahrani, Fares Fourati:
Addressing Bias Through Ensemble Learning and Regularized Fine-Tuning. CoRR abs/2402.00910 (2024) - [i10]Fares Fourati, Mohamed-Slim Alouini, Vaneet Aggarwal:
Federated Combinatorial Multi-Agent Multi-Armed Bandits. CoRR abs/2405.05950 (2024) - [i9]Fares Fourati, Vaneet Aggarwal, Mohamed-Slim Alouini:
Stochastic Q-learning for Large Discrete Action Spaces. CoRR abs/2405.10310 (2024) - [i8]Salma Kharrat, Fares Fourati, Marco Canini:
ACING: Actor-Critic for Instruction Learning in Black-Box Large Language Models. CoRR abs/2411.12736 (2024) - 2023
- [c1]Fares Fourati, Vaneet Aggarwal, Christopher J. Quinn, Mohamed-Slim Alouini:
Randomized Greedy Learning for Non-monotone Stochastic Submodular Maximization Under Full-bandit Feedback. AISTATS 2023: 7455-7471 - [i7]Fares Fourati, Vaneet Aggarwal, Christopher John Quinn, Mohamed-Slim Alouini:
Randomized Greedy Learning for Non-monotone Stochastic Submodular Maximization Under Full-bandit Feedback. CoRR abs/2302.01324 (2023) - [i6]Fares Fourati, Salma Kharrat, Vaneet Aggarwal, Mohamed-Slim Alouini, Marco Canini:
FilFL: Accelerating Federated Learning via Client Filtering. CoRR abs/2302.06599 (2023) - [i5]Fares Fourati, Christopher John Quinn, Mohamed-Slim Alouini, Vaneet Aggarwal:
Combinatorial Stochastic-Greedy Bandit. CoRR abs/2312.08057 (2023) - 2022
- [j2]Aniq Ur Rahman, Fares Fourati, Khac-Hoang Ngo, Anish Jindal, Mohamed-Slim Alouini:
Network Graph Generation Through Adaptive Clustering and Infection Dynamics: A Step Toward Global Connectivity. IEEE Commun. Lett. 26(4): 783-787 (2022) - [i4]Fares Fourati, Saeed Hamood Alsamhi, Mohamed-Slim Alouini:
Bridging the Urban-Rural Connectivity Gap through Intelligent Space, Air, and Ground Networks. CoRR abs/2202.12683 (2022) - 2021
- [j1]Fares Fourati, Mohamed-Slim Alouini:
Artificial intelligence for satellite communication: A review. Intell. Converged Networks 2(3): 213-243 (2021) - [i3]Fares Fourati, Mohamed-Slim Alouini:
Artificial Intelligence for Satellite Communication: A Review. CoRR abs/2101.10899 (2021) - [i2]Aniq Ur Rahman, Fares Fourati, Khac-Hoang Ngo, Anish Jindal, Mohamed-Slim Alouini:
Network Graph Generation through Adaptive Clustering and Infection Dynamics: A Step Towards Global Connectivity. CoRR abs/2111.10690 (2021) - 2020
- [i1]Fares Fourati, Wided Souidène, Rabah Attia:
An original framework for Wheat Head Detection using Deep, Semi-supervised and Ensemble Learning within Global Wheat Head Detection (GWHD) Dataset. CoRR abs/2009.11977 (2020)
Coauthor Index
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