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Stefan Werner — most-cited papers & profile · Federated Learning
← authors
·
overview
Stefan Werner
13
papers ·
5
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Smoothing ADMM for Non-convex and Non-smooth Hierarchical Federated Learning
2025 · 1 citations
Personalized Graph Federated Learning with Differential Privacy
2023 · 1 citations
Partial Model Sharing Improves Byzantine Resilience in Federated Conformal Prediction
2026
PRISM-FCP: Byzantine-Resilient Federated Conformal Prediction via Partial Sharing
2026
Federated Smoothing ADMM for Localization
2025
Noise-Robust and Resource-Efficient ADMM-based Federated Learning
2024
Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks via Partial Sharing
2024
Communication-Efficient Online Federated Learning Framework for Nonlinear Regression
2021
Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression
2021
Asynchronous Online Federated Learning with Reduced Communication Requirements
2023
Robust Networked Federated Learning for Localization
2023
Federated Smoothing Proximal Gradient for Quantile Regression with Non-Convex Penalties
2024
Top co-authors
Vinay Chakravarthi Gogineni
· 6
Anthony Kuh
· 4
Ehsan Lari
· 4
Reza Arablouei
· 4
Reza Mirzaeifard
· 4
Yih-Fang Huang
· 4
Francois Gauthier
· 3
Ashkan Moradi
· 1
Diyako Ghaderyan
· 1
Masahiro Yukawa
· 1
Naveen K. D. Venkategowda
· 1
Topics
Federated Learning
Communication
Privacy
cs.LG
eess.SP
math.PR
stat.AP
stat.ML