Auto-FL-Research deploys constrained coding agents to search federated learning recipes and reports mixed gains on four of five FLamby healthcare tasks and five of six LEAF profiles after five-seed repeats and same-budget controls.
Auto- fedavg: Learnable federated averaging for multi-institutional medical image segmentation,
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Auto-FL-Research: Agentic Search for Federated Learning Algorithms
Auto-FL-Research deploys constrained coding agents to search federated learning recipes and reports mixed gains on four of five FLamby healthcare tasks and five of six LEAF profiles after five-seed repeats and same-budget controls.