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SANDS Lab

Salma Kharrat

COMED: The Missing Middle Between Routing and Collaboration in Multi-LLM Inference
ACING: Actor-Critic for Instruction Learning in Black-Box LLMs
Latent Inference for Effective Multi-Agent Reinforcement Learning under Partial Observability
Decentralized Personalized Federated Learning
Optimizing Client Interactions in Collaborative Learning through Combinatorial Approaches
FilFL: Client Filtering for Optimized Client Participation in Federated Learning