Alexandros Karargyris

Alexandros Karargyris advances federated learning benchmarking standards through his work at MLCommons and contributions to open medical AI evaluation frameworks. His research has established rigorous protocols for evaluating federated cancer AI models across heterogeneous institutional data. He has contributed to the development of standardized benchmarks that enable fair comparison of privacy-preserving AI approaches.