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S

Stefan Werner

Norwegian University of Science and Technology

40H指数
410论文数
8.0K被引数
收录论文 68
发表时间
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Noise-robust and resource-efficient ADMM-based federated learning for WLS regression基于ADMM的鲁棒抗噪声且资源高效的联邦学习，用于加权最小二乘回归
errSignal Processing
IF3.6
err2025-11-07
err0
PREAI
errEhsan Lari; Reza Arablouei; Vinay Chakravarthi Gogineni; Stefan Werner
err分享
err收藏
Quantification of optimizing cellular uptake and excretion of nanoparticles by aggregation and de-aggregation mediated size changes通过聚集和去聚集介导的尺寸变化优化纳米颗粒细胞摄取和排泄的量化研究
errNano Today
IF10.9
err2025-05-31
err0
errOAAI
errMiao Feng; Stefan Werner; Bing Qi; Jinrui Li; Florian Schulz; Wolfgang J. Parak
err分享
err收藏
Federated Smoothing Proximal Gradient for Quantile Regression With Non-Convex Penalties联邦平滑近端梯度法用于带非凸惩罚的分位数回归
errIEEE Transactions on Signal and Information Processing over Networks
IF4.9
err2025-01-01
err0
PREAI
errReza Mirzaeifard; Diyako Ghaderyan; Stefan Werner
err分享
err收藏
Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks via Partial Sharing在线联邦学习中的鲁棒性：通过部分共享缓解模型投毒攻击
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
err分享
err收藏
Optimal Analysis of Consensus Algorithms for $r$-Nearest Ring Networks$r$-Nearest环网络的共识算法最优分析
errieee signal processing magazine
IF3.9
err2025-01-01
err0
PREAI
errV Sateeshkrishna Dhuli; Said Kouachi; Stefan Werner
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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.
err分享
err收藏
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.
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Energy optimization through cooperative storage management: A calculus of variations approach
errRENEWABLE ENERGY
IF9.1
err2021-06-01
err6
errOAAI
errLeithon, Johann; Werner, Stefan; Koivunen, Visa
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
W
Wolfgang J. Parak
H 指数: 119 · 论文数: 663
P
Pramod K. Varshney
H 指数: 82 · 论文数: 1.0K
D
Danilo P. Mandic
H 指数: 77 · 论文数: 930
F
François Galgani
H 指数: 70 · 论文数: 367
M
Mikko Valkama
H 指数: 55 · 论文数: 896
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