2026
Helmsman: Autonomous Synthesis of Federated Learning Systems via Collaborative LLM Agents
ICLR 2026poster
Federated Learning (FL) offers a powerful paradigm for training models on decentralized data, but its promise is often undermined by the immense complexity of designing and deploying robust systems. The need to select, combine, and tune strategies for multifaceted challenges like data heterogeneity…