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

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

Decentralized Personalized Federated Learning. - Salma Kharrat; Marco Canini; Samuel Horváth (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)

DPFL: Decentralized Personalized Federated Learning. - Salma Kharrat; Marco Canini; Samuel Horváth (AISTATS, 2025)