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Stefan Werner

Norwegian University of Science and Technology

40H-index
411Paper Count
8.0KCitation Count
Published Papers 69
Publication Date
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AdGT: Decentralized Gradient Tracking With Adaptive Per-Agent Stepsizes
errIEEE Transactions on Signal Processing
IF5.8
err2026-09-16
err0
errOAAI
errDiyako Ghaderyan; Stefan Werner
errShare
errSave
Noise-robust and resource-efficient ADMM-based federated learning for WLS regression
errSignal Processing
IF3.6
err2025-11-07
err0
PREAI
errEhsan Lari; Reza Arablouei; Vinay Chakravarthi Gogineni; Stefan Werner
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errSave
Quantification of optimizing cellular uptake and excretion of nanoparticles by aggregation and de-aggregation mediated size changes
errNano Today
IF10.9
err2025-05-31
err0
errOAAI
errMiao Feng; Stefan Werner; Bing Qi; Jinrui Li; Florian Schulz; Wolfgang J. Parak
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errSave
Federated Smoothing Proximal Gradient for Quantile Regression With Non-Convex Penalties
errIEEE Transactions on Signal and Information Processing over Networks
IF4.9
err2025-01-01
err0
PREAI
errReza Mirzaeifard; Diyako Ghaderyan; Stefan Werner
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errSave
Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks via Partial Sharing
errIEEE Transactions on Signal and Information Processing over Networks
IF4.9
err2025-01-01
err0
PREAI
errEhsan Lari; Reza Arablouei; Vinay Chakravarthi Gogineni; Stefan Werner
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errSave
Optimal Analysis of Consensus Algorithms for $r$-Nearest Ring Networks
errieee signal processing magazine
IF3.9
err2025-01-01
err0
PREAI
errV Sateeshkrishna Dhuli; Said Kouachi; Stefan Werner
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errSave
Networked Federated Meta-Learning Over Extending Graphs
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-12-01
err0
PREAI
errCheema, Muhammad Asaad; Gogineni, Vinay Chakravarthi; Rossi, Pierluigi Salvo; Werner, Stefan
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errSave
Unraveling the synthesis and assembly of gold-iron oxide hybrid nanoparticles
errNANO TODAY
IF10.9
err2024-08-01
err1
errOAAI
errZhang, Jun; Werner, Stefan; Koeppen, Andrea; Liu, Xin; Shen, Chen; Bertram, Florian; Parak, Wolfgang J.; Sun, Xiao
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Lightweight Autonomous Autoencoders for Timely Hyperspectral Anomaly Detection
errieee geoscience and remote sensing magazine
IF4.4
err2024-01-01
err1
PREAI
errGogineni, Vinay Chakravarthi; Mueller, Katinka; Orlandic, Milica; Werner, Stefan
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errSave
Asynchronous Online Federated Learning With Reduced Communication Requirements
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2023-12-01
err1
errOAAI
errGauthier, Francois; Gogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony
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errSave
Communication-Efficient Online Federated Learning Strategies for Kernel Regression
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2023-03-01
err7
errOAAI
errGogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony
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errSave
Total Variation-Based Distributed Kalman Filtering for Resiliency Against Byzantines
errIEEE SENSORS JOURNAL
IF4.5
err2023-02-15
err6
errOAAI
errMoradi, Ashkan; Venkategowda, Naveen K. D.; Werner, Stefan
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errSave
Structural Analysis and Intrinsic Enzyme Mimicking Activities of Ligand-Free PtAg Nanoalloys
errSMALL
IF12.1
err2023-02-08
err9
errOAAI
errChen, Lizhen; Klemeyer, Lars; Ruan, Mingbo; Liu, Xin; Werner, Stefan; Xu, Weilin; Koeppen, Andrea; Buecker, Robert; Gonzalez, Marta Gallego; Koziej, Dorota; Parak, Wolfgang J.; Chakraborty, Indranath
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errSave
Algorithm and Architecture Design of Random Fourier Features-Based Kernel Adaptive Filters
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2023-02-01
err5
errOAAI
errGogineni, Vinay Chakravarthi; Sambangi, Ramesh; Alex, Daney; Mula, Subrahmanyam; Werner, Stefan
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errSave
Communication-Efficient and Privacy-Aware Distributed Learning
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2023-01-01
err2
errOAAI
errGogineni, Vinay Chakravarthi; Moradi, Ashkan; Venkategowda, Naveen K. D.; Werner, Stefan
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errSave
Optimal Scheduling of Multiple Spatiotemporally Dependent Observations for Remote Estimation Using Age of Information
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2022-10-15
err7
errOAAI
errHakansson, Victor Wattin; Venkategowda, Naveen K. D.; Werner, Stefan; Varshney, Pramod K.
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errSave
Optimal Transmission-Constrained Scheduling of Spatio-Temporally Dependent Observations Using Age-of-Information
errIEEE SENSORS JOURNAL
IF4.5
err2022-08-01
err3
errOAAI
errHakansson, Victor Wattin; Venkategowda, Naveen K. D.; Werner, Stefan; Varshney, Pramod K.
errShare
errSave
Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression
errIEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022)
IF0
err2022-05-16
err4
errOAAI
errGauthier, Francois; Gogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony
errShare
errSave
Privacy-Preserved Distributed Learning With Zeroth-Order Optimization
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2022-01-01
err9
errOAAI
errGratton, Cristiano; Venkategowda, Naveen K. D.; Arablouei, Reza; Werner, Stefan
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errSave
Performance of Clustered Multitask Diffusion LMS Suffering From Inter-Node Communication Delays
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2021-07-01
err7
errOAAI
errGogineni, Vinay Chakravarthi; Talebi, Sayed Pouria; Werner, Stefan
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
W
Wolfgang J. Parak
H-index: 119 · Papers: 665
P
Pramod K. Varshney
H-index: 82 · Papers: 1.0K
D
Danilo P. Mandic
H-index: 77 · Papers: 933
F
François Galgani
H-index: 70 · Papers: 369
M
Mikko Valkama
H-index: 55 · Papers: 899
View more