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Holger R. Roth — most-cited papers & profile · Federated Learning
← authors
·
overview
Holger R. Roth
16
papers ·
1983
citations ·
0
h-index
Nvidia (United States) · Baker Hughes (Germany)
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Most-cited papers
NVIDIA FLARE: Federated Learning from Simulation to Real-World
2022 · 59 citations
FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models
2023 · 7 citations
ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data
2023 · 5 citations
Do Gradient Inversion Attacks Make Federated Learning Unsafe?
2022 · 4 citations
The Federation Strikes Back: A Survey of Federated Learning Privacy Attacks, Defenses, Applications, and Policy Landscape
2024 · 2 citations
Empowering Federated Learning for Massive Models with NVIDIA FLARE
2024 · 2 citations
C-FedRAG: A Confidential Federated Retrieval-Augmented Generation System
2024 · 2 citations
Secure Federated XGBoost with CUDA-accelerated Homomorphic Encryption via NVIDIA FLARE
2025 · 1 citations
Supercharging Federated Learning with Flower and NVIDIA FLARE
2024 · 1 citations
Reviving Stale Updates: Data-Free Knowledge Distillation for Asynchronous Federated Learning
2025
Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples
2023
Top co-authors
Daguang Xu
· 7
Andrew Feng
· 5
Chester Chen
· 5
Ziyue Xu
· 5
Yuan-Ting Hsieh
· 4
Isaac Yang
· 3
Wenqi Li
· 3
Yan Cheng
· 3
Zhihong Zhang
· 3
Andriy Myronenko
· 2
Can Zhao
· 2
Dong Yang
· 2
Topics
Federated Learning
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