60 citations · 65 across the 8 of their papers we have counts for
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cs.AI2026
Auto-FL-Research: Agentic Search for Federated Learning Algorithms
Holger R. Roth, Ziyue Xu, Chester Chen +3
Federated learning (FL) research often depends on many small but consequential algorithmic choices: optimizer variants, server aggregation rules, local training schedules, normaliz…
cs.LG2026
Privacy-Preserving Federated Fraud Detection in Payment Transactions with NVIDIA FLARE
Holger R. Roth, Sarthak Tickoo, Mayank Kumar +18
Fraud-related financial losses continue to rise, while regulatory, privacy, and data-sovereignty constraints increasingly limit the feasibility of centralized fraud detection syste…