Stefan Werner
Om
Stefan Werner er professor ved Institutt for elektroniske systemer. Han er medlem i forskningsgruppen for Signalbehandling. Werner er utdannet sivilingeniør ved Kungliga Tekniska Høgskolan i Sverige, og har Dr.Scient grad fra Teknkiska Høgskolan i Helsingfors, Finland.
Publikasjoner
2026
-
Ghaderyan, Diyako;
Werner, Stefan.
(2026)
AdGT: Decentralized Gradient Tracking With Adaptive Per-Agent Stepsizes.
IEEE Transactions on Signal Processing
Vitenskapelig artikkel
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Lari, Ehsan;
Arablouei, Reza;
Werner, Stefan.
(2026)
Communication-Efficient Byzantine-Robust Federated Conformal Prediction via Partial Sharing.
IEEE Transactions on Signal Processing
Vitenskapelig artikkel
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Dhuli, Venkata Sateeshkrishna;
Atik, Fouzul;
Chhabra, Anamika;
Werner, Stefan.
(2026)
Analysis of Robust Consensus Algorithms for q-Triangular r-Regular Networks.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
-
Dhuli, Venkata Sateeshkrishna;
Atik, Fouzul;
Chhabra, Anamika;
Werner, Stefan.
(2026)
Analysis of robust consensus algorithms for q-triangular r-tegular networks.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
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Redie, Dawit Kiros;
Arablouei, Reza;
Werner, Stefan.
(2026)
SA-PEF: Step-Ahead Partial Error Feedback for Efficient Federated Learning.
Transactions on Machine Learning Research (TMLR)
Vitenskapelig artikkel
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Lari, Ehsan;
Arablouei, Reza;
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2026)
Noise-robust and resource-efficient ADMM-based federated learning for WLS regression.
Signal Processing
Vitenskapelig artikkel
2025
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Redie, Dawit Kiros;
Arablouei, Reza;
Buvarp, Anders;
Werner, Stefan.
(2025)
Enhancing Efficiency and Privacy in Federated Learning via Partial Model Sharing.
Vitenskapelig kapittel
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Dasanadoddi Venkategowda, Naveen Kumar;
Moradi, Ashkan;
Werner, Stefan.
(2025)
Security and Privacy in Distributed Kalman Filtering.
Vitenskapelig kapittel
-
Mirzaeifard, Reza;
Werner, Stefan.
(2025)
Smoothing ADMM for Non-convex and Non-smooth Hierarchical Federated Learning.
European Signal Processing Conference
Vitenskapelig artikkel
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Lari, Ehsan;
Werner, Stefan;
Arablouei, Reza.
(2025)
Distributed Learning with Enhanced Efficiency, Robustness and Privacy.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandling
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Mirzaeifard, Reza;
Werner, Stefan;
Dasanadoddi Venkategowda, Naveen Kumar.
(2025)
Single‑Loop Non‑Convex Optimization for Robust and Sparse Learning in IoT.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandling
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Dhuli, Venkata Sateeshkrishna;
Kouachi, Said;
Sah, Abhay Kumar;
Werner, Stefan.
(2025)
Analysis of Exponential Correlation Matrices for Massive MIMO Systems.
IEEE Communications Letters
Vitenskapelig artikkel
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Mirzaeifard, Reza;
Ghaderyan, Diyako;
Werner, Stefan.
(2025)
Decentralized Smoothing ADMM for Quantile Regression with Non-Convex Sparse Penalties.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Mirzaeifard, Reza;
Werner, Stefan.
(2025)
Federated smoothing ADMM for quantile regression with non-convex sparse penalties.
Vitenskapelig kapittel
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Lari, Ehsan;
Arablouei, Reza;
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2025)
Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks Via Partial Sharing.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
-
Mirzaeifard, Reza;
Ghaderyan, Diyako;
Werner, Stefan.
(2025)
Federated smoothing proximal gradient for quantile regression with non-convex penalties.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
-
Dhuli, Venkata Sateeshkrishna;
Kouachi, Said;
Werner, Stefan.
(2025)
Optimal Analysis of Consensus Algorithms for r-nearest ring networks.
IEEE Signal Processing Letters
Vitenskapelig artikkel
2024
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Lari, Ehsan;
Arablouei, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2024)
Distributed maximum consensus over noisy links.
Vitenskapelig kapittel
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Cheema, Muhammad Asaad;
Gogineni, Vinay Chakravarthi;
Salvo Rossi, Pierluigi;
Werner, Stefan.
(2024)
Networked Federated Meta-Learning Over Extending Graphs.
IEEE Internet of Things Journal
Vitenskapelig artikkel
-
Lari, Ehsan;
Arablouei, Reza;
Werner, Stefan.
(2024)
Privacy-preserving distributed nonnegative matrix factorization.
Vitenskapelig kapittel
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Lari, Ehsan;
Gogineni, Vinay Chakravarthi;
Arablouei, Reza;
Werner, Stefan.
(2024)
On the resilience of online federated learning to model poisoning attacks through partial sharing.
Vitenskapelig kapittel
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Gogineni, Vinay Chakravarthi;
Müller, Katinka;
Orlandic, Milica;
Werner, Stefan.
(2024)
Lightweight Autonomous Autoencoders for Timely Hyperspectral Anomaly Detection.
IEEE Geoscience and Remote Sensing Letters
Vitenskapelig artikkel
2023
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Gogineni, Vinay Chakravarthi;
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Anders Stefan.
(2023)
Communication-efficient and privacy-aware distributed learning.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Sambangi, Ramesh;
Alex, Daney;
Mula, Subrahmanyam;
Werner, Anders Stefan.
(2023)
Algorithm and Architecture Design of Random Fourier Features-Based Kernel Adaptive Filters.
IEEE Transactions on Circuits and Systems I: Regular Papers
Vitenskapelig artikkel
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Mirzaeifard, Reza;
Venkategowda, Naveen K. D.;
Werner, Anders Stefan.
(2023)
Robust Networked Federated Learning for Localization.
Vitenskapelig kapittel
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Lari, Ehsan;
Gogineni, Vinay Chakravarthi;
Arablouei, Reza;
Werner, Anders Stefan.
(2023)
Continual local updates for federated learning with enhanced robustness to link noise.
Vitenskapelig kapittel
-
Lari, Ehsan;
Gogineni, Vinay Chakravarthi;
Arablouei, Reza;
Werner, Anders Stefan.
(2023)
Resource-efficient federated learning robust to communication errors.
IEEE Statistical Signal Processing Workshop (SSP)
Vitenskapelig artikkel
-
Moradi, Ashkan;
Venkategowda, Naveen K. D.;
Werner, Anders Stefan.
(2023)
Total Variation-Based Distributed Kalman Filtering for Resiliency Against Byzantines.
IEEE Sensors Journal
Vitenskapelig artikkel
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Müller, Katinka;
Gogineni, Vinay Chakravarthi;
Orlandic, Milica;
Werner, Anders Stefan.
(2023)
Autoencoder-based hyperspectral anomaly detection using kernel principal component pre-processing.
Vitenskapelig kapittel
-
Mirzaeifard, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Anders Stefan.
(2023)
Robust phase retrieval with non-convex penalties.
Asilomar Conference on Signals, Systems and Computers. Conference Record
Vitenskapelig artikkel
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Gauthier, Francois Jean Rene;
Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan.
(2023)
Networked personalized federated learning using reinforcement learning.
IEEE International Conference on Communications
Vitenskapelig artikkel
-
Mirzaeifard, Reza;
Gogineni, Vinay Chakravarthi;
Venkategowda, Naveen Kumar Dasanadoddi;
Werner, Anders Stefan.
(2023)
Distributed quantile regression with non-convex sparse penalties.
IEEE Statistical Signal Processing Workshop (SSP)
Vitenskapelig artikkel
-
Gauthier, Francois Jean Rene;
Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2023)
Asynchronous online federated learning with reduced communication requirements.
IEEE Internet of Things Journal
Vitenskapelig artikkel
-
Mirzaeifard, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2023)
Smoothing ADMM for Sparse-Penalized Quantile Regression With Non-Convex Penalties.
IEEE Open Journal of Signal Processing
Vitenskapelig artikkel
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Mirzaeifard, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Jung, Alexander;
Werner, Anders Stefan.
(2023)
Moreau envelope ADMM for decentralized weakly convex optimization.
Vitenskapelig kapittel
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Gauthier, Francois Jean Rene;
Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2023)
Personalized Graph Federated Learning With Differential Privacy.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
2022
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Gogineni, Vinay Chakravarthi;
Werner, Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Communication-Efficient Online Federated Learning Strategies for Kernel Regression.
IEEE Internet of Things Journal
Vitenskapelig artikkel
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Mirzaeifard, Reza;
Gogineni, Vinay Chakravarthi;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2022)
Dynamic Graph Topology Learning with Non-Convex Penalties.
Vitenskapelig kapittel
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Mirzaeifard, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2022)
ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties.
Vitenskapelig kapittel
-
Gogineni, Vinay Chakravarthi;
Werner, Stefan;
Gauthier, Francois Jean Rene;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Personalized Online Federated Learning for IoT/CPS: Challenges and Future Directions.
IEEE Internet of Things Magazine (IoTM)
Vitenskapelig artikkel
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Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Decentralized Graph Federated Multitask Learning for Streaming Data.
Vitenskapelig kapittel
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Meireles Elias, Vitor Rosa;
Gogineni, Vinay Chakravarthi;
Martins, Wallace;
Werner, Stefan.
(2022)
Kernel Regression over Graphs using Random Fourier Features.
IEEE Transactions on Signal Processing
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Werner, Stefan;
Gauthier, Francois;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Personalized Online Federated Learning for IoT/CPS: Challenges and Future Directions.
IEEE Internet of Things Magazine (IoTM)
Vitenskapelig artikkel
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Håkansson, Victor Wattin;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan;
Varshney, Pramod K..
(2022)
Optimal Transmission-Constrained Scheduling of Spatio-Temporally Dependent Observations Using Age-of-Information.
IEEE Sensors Journal
Vitenskapelig artikkel
-
Gauthier, Francois;
Gogineni, Vinay Chakravarthi;
Werner, Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression.
Vitenskapelig kapittel
-
Gogineni, Vinay Chakravarthi;
Moradi, Ashkan;
Venkategowda, Naveen Kumar Dasanadoddi;
Werner, Stefan.
(2022)
Communication-efficient and privacy-aware distributed LMS algorithm.
Vitenskapelig kapittel
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Talebi, Sayedpouria;
Darvishi, Hossein;
Werner, Stefan;
Salvo Rossi, Pierluigi.
(2022)
Gradient-Descent Adaptive Filtering Using Gradient Adaptive Step-Size.
Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop
Vitenskapelig artikkel
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Gogineni, Vinay Chakravarthi;
Werner, Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Communication-Efficient Online Federated Learning Framework for Nonlinear Regression.
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing
Vitenskapelig artikkel
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Gogineni, Vinay Chakravarthi;
Naumova, Valeriya;
Werner, Stefan;
Huang, Yih-Fang.
(2022)
Graph Kernel Recursive Least-Squares Algorithms.
Vitenskapelig kapittel
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Talebi, Sayedpouria;
Werner, Stefan;
Xia, Yili;
Took, Clive Cheong;
Mandic, Danilo P..
(2022)
A joint particle filter for quaternion-valued alpha-stable signals via the characteristic function.
Vitenskapelig kapittel
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Alex, Daney;
Gogineni, Vinay Chakravarthi;
Mula, Subrahmanyam;
Werner, Stefan.
(2022)
Novel VLSI Architecture for Fractional-Order Correntropy Adaptive Filtering Algorithm.
IEEE Transactions on Very Large Scale Integration (vlsi) Systems
Vitenskapelig artikkel
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Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2022)
Privacy-Preserving Distributed Kalman Filtering.
IEEE Transactions on Signal Processing
Vitenskapelig artikkel
-
Gratton, Cristiano;
Venkategowda, Naveen Kumar Dasanadoddi;
Arablouei, Reza;
Werner, Stefan.
(2022)
Privacy-Preserved Distributed Learning With Zeroth-Order Optimization.
IEEE Transactions on Information Forensics and Security
Vitenskapelig artikkel
-
Gauthier, Francois Jean Rene;
Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Clustered Graph Federated Personalized Learning.
Vitenskapelig kapittel
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Håkansson, Victor Wattin;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan;
Varshney, Pramod K..
(2022)
Optimal Scheduling of Multiple Spatiotemporally Dependent Observations for Remote Estimation Using Age of Information.
IEEE Internet of Things Journal
Vitenskapelig artikkel
2021
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Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2021)
Optimization Strategy for Energy Allocation through Cooperative Storage Management.
Vitenskapelig kapittel
-
Gratton, Cristiano;
Venkategowda, Naveen Kumar Dasanadoddi;
Arablouei, Reza;
Werner, Stefan.
(2021)
Distributed Learning over Networks with Non-Smooth Regularizers and Feature Partitioning.
Vitenskapelig kapittel
-
Elias, Vitor R. M.;
Gogineni, Vinay Chakravarthi;
Martins, Wallace;
Werner, Stefan.
(2021)
Adaptive Graph Filters in Reproducing Kernel Hilbert Spaces: Design and Performance Analysis.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
-
Meireles Elias, Vitor Rosa;
Gogineni, Vinay Chakravarthi;
Martins, Wallace;
Werner, Stefan.
(2021)
Kernel regression on graphs in random Fourier features space.
Vitenskapelig kapittel
-
Gauthier, Francois;
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2021)
Privacy-Preserving Distributed Learning with Nonsmooth Objective Functions.
Vitenskapelig kapittel
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Talebi, Sayedpouria;
Werner, Stefan;
Gupta, Vijay;
Huang, Yih-Fang.
(2021)
On Stability and Convergence of Distributed Filters.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Performance of clustered multitask diffusion LMS suffering from inter-node communication delays.
IEEE Transactions on Circuits and Systems - II - Express Briefs
Vitenskapelig artikkel
-
Håkansson, Victor Wattin;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2021)
Optimal scheduling of multiple spatio-temporally dependent observations using age-of-information.
Vitenskapelig kapittel
-
Gogineni, Vinay Chakravarthi;
Rosa Meireles Elias, Vitor;
Werner, Stefan.
(2021)
Graph Diffusion Kernel LMS using Random Fourier Features.
Vitenskapelig kapittel
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D'Avila Barros, Bettina;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2021)
Quickest Detection of Stochastic False Data Injection Attacks with Unknown Parameters.
Vitenskapelig kapittel
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Gogineni, Vinay Chakravarthi;
Langberg, Geir Severin Rakh Elvatun;
Naumova, Valeriya;
Nygård, Jan Franz;
Mari, Nygård,;
Grasmair, Markus;
Werner, Stefan.
(2021)
Recurrent Time-Varying Multi-Graph Convolutional Neural Network for Personalized Cervical Cancer Risk Prediction.
Vitenskapelig kapittel
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Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Securing the Distributed Kalman Filter Against Curious Agents.
Vitenskapelig kapittel
-
Gogineni, Vinay Chakravarthi;
Langberg, Geir Severin Rakh Elvatun;
Naumova, Valeriya;
Nygård, Jan Franz;
Nygård, Mari;
Grasmair, Markus;
Werner, Stefan.
(2021)
Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective.
Vitenskapelig kapittel
-
Gogineni, Vinay Chakravarthi;
Meireles Elias, Vitor Rosa;
Martins, Wallace;
Werner, Stefan.
(2021)
Graph diffusion kernel LMS using random Fourier features.
Vitenskapelig kapittel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2021)
Energy optimization through cooperative storage management: A calculus of variations approach.
Renewable Energy
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2021)
Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective.
IEEE Statistical Signal Processing Workshop (SSP)
Vitenskapelig artikkel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries.
Vitenskapelig kapittel
2020
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Gogineni, Vinay Chakravarthi;
Talebi, Sayedpouria;
Werner, Stefan;
Mandic, Danilo.
(2020)
Fractional-order correntropy adaptive filters for distributed processing of alpha-stable signals.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2020)
Privacy-Preserving Distributed Maximum Consensus.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Talebi, Sayedpouria;
Werner, Stefan;
Mandic, Danilo.
(2020)
Quaternion-valued distributed filtering and control.
IEEE Transactions on Automatic Control
Vitenskapelig artikkel
-
Elias, Vitor R. M.;
Martins, Wallace A.;
Werner, Stefan.
(2020)
Extended Adjacency and Scale-Dependent Graph Fourier Transform via Diffusion Distances.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Talebi, Sayedpouria;
Werner, Stefan;
Mandic, Danilo.
(2020)
Fractional-order correntropy filters for tracking dynamic systems in alpha-stable environments.
IEEE Transactions on Circuits and Systems - II - Express Briefs
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2020)
Fractional-Order Correntropy Filters for Tracking Dynamic Systems in α-Stable Environments.
IEEE Transactions on Circuits and Systems - II - Express Briefs
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2020)
Fractional-Order Correntropy Adaptive Filters for Distributed Processing of α -Stable Signals.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2020)
Distributed Learning with Non-Smooth Objective
Functions.
Vitenskapelig kapittel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2020)
Cost-aware renewable energy management: Centralized vs. distributed generation.
Renewable Energy
Vitenskapelig artikkel
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Chen, Kewei;
Werner, Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2020)
Nonlinear adaptive filtering with kernel set-membership approach.
IEEE Transactions on Signal Processing
Vitenskapelig artikkel
-
Håkansson, Victor Wattin;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2020)
Optimal Scheduling Policy for Spatio-temporally Dependent Observations using Age-of-Information.
Vitenskapelig kapittel
2019
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa;
Talebi, Sayed Pouria.
(2019)
Price-aware renewable energy management with transmission losses.
Vitenskapelig kapittel
-
Singh, Adarsh Pal;
Jain, Vivek;
Chaudhari, Sachin;
Kraemer, Frank Alexander;
Werner, Stefan;
Garg, Vishal.
(2019)
Machine Learning-based Occupancy Estimation Using Multivariate Sensor Nodes.
Vitenskapelig kapittel
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2019)
Distributed Kalman filtering in presence of unknown outer network actuations.
IEEE Control Systems Letters
Vitenskapelig artikkel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Li, Shengxi;
Mandic, Danilo.
(2019)
Tracking dynamic systems in alpha-stable environments.
Vitenskapelig kapittel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Mandic, Danilo.
(2019)
Complex-Valued Nonlinear Adaptive Filters With
Applications in α-Stable Environments.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2019)
Distributed Kalman Filtering and Control Through Embedded Average Consensus Information Fusion.
IEEE Transactions on Automatic Control
Vitenskapelig artikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2019)
Storage management in a shared solar environment with time-varying electricity prices.
IEEE Internet of Things Journal
Vitenskapelig artikkel
-
Antonio-Rodrigues, Emilio;
Werner, Stefan;
Lopez-Valcarce, Roberto;
Wichman, Risto.
(2019)
MMSE filter design for full-duplex filter-and-forward MIMO relays under limited dynamic range.
Signal Processing
Vitenskapelig artikkel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2019)
Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman Filtering.
Vitenskapelig kapittel
-
Håkansson, Victor Wattin;
Dasanadoddi Venkategowda, Naveen Kumar;
Kraemer, Frank Alexander;
Werner, Stefan.
(2019)
Cost-Aware Dual Prediction Scheme for Reducing Transmissions at IoT Sensor Nodes.
Vitenskapelig kapittel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2019)
Consensus-based Distributed Total Least-squares Estimation Using Parametric Semidefinite Programming.
Vitenskapelig kapittel
-
Shastri, Anish;
Jain, Vivek;
Chaudhari, Sachin;
Chouhan, Shailesh Singh;
Werner, Stefan.
(2019)
Improving accuracy of the Shewhart-based data-reduction in IoT nodes using piggybacking.
Vitenskapelig kapittel
2018
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Kashyap, Neelabh;
Werner, Stefan;
Huang, Yih-Fang.
(2018)
Decentralized PMU-Assisted Power System State Estimation With Reduced Interarea Communication.
IEEE Journal on Selected Topics in Signal Processing
Vitenskapelig artikkel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2018)
Distributed Ridge Regression with Feature Partitioning.
Vitenskapelig kapittel
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2018)
Distributed Kalman filtering: Consensus, diffusion, and
mixed.
Vitenskapelig kapittel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2018)
Renewable energy optimization with centralized and distributed generation.
Vitenskapelig kapittel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2018)
Cooperative renewable energy management with distributed generation.
Vitenskapelig kapittel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Koivunen, Visa.
(2018)
Kalman Filtering and Clustering in Sensor Networks.
Vitenskapelig kapittel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Mandic, Danilo.
(2018)
Distributed adaptive filtering of alpha-stable signals.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Chen, Kewei;
Werner, Stefan;
Kuh, Anthony;
Huang, Yih-Fang.
(2018)
Nonlinear online learning - A kernel SMF approach.
Vitenskapelig kapittel
-
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2018)
Privacy-preserving distributed precoder design for decentralized estimation.
Vitenskapelig kapittel
2017
-
Mathecken, Pramod;
Riihonen, Taneli;
Werner, Stefan;
Wichman, Risto.
(2017)
Constrained Phase Noise Estimation in OFDM Using Scattered Pilots Without Decision Feedback.
IEEE Transactions on Signal Processing
Vitenskapelig artikkel
-
Antonio-Rodrigues, Emilio;
Werner, Stefan;
Riihonen, Taneli;
Wichman, Risto.
(2017)
Robust Filter Design for Full-Duplex Relay Links under Limited Dynamic Range.
Vitenskapelig kapittel
Tidsskriftspublikasjoner
-
Ghaderyan, Diyako;
Werner, Stefan.
(2026)
AdGT: Decentralized Gradient Tracking With Adaptive Per-Agent Stepsizes.
IEEE Transactions on Signal Processing
Vitenskapelig artikkel
-
Lari, Ehsan;
Arablouei, Reza;
Werner, Stefan.
(2026)
Communication-Efficient Byzantine-Robust Federated Conformal Prediction via Partial Sharing.
IEEE Transactions on Signal Processing
Vitenskapelig artikkel
-
Dhuli, Venkata Sateeshkrishna;
Atik, Fouzul;
Chhabra, Anamika;
Werner, Stefan.
(2026)
Analysis of Robust Consensus Algorithms for q-Triangular r-Regular Networks.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
-
Dhuli, Venkata Sateeshkrishna;
Atik, Fouzul;
Chhabra, Anamika;
Werner, Stefan.
(2026)
Analysis of robust consensus algorithms for q-triangular r-tegular networks.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
-
Redie, Dawit Kiros;
Arablouei, Reza;
Werner, Stefan.
(2026)
SA-PEF: Step-Ahead Partial Error Feedback for Efficient Federated Learning.
Transactions on Machine Learning Research (TMLR)
Vitenskapelig artikkel
-
Mirzaeifard, Reza;
Werner, Stefan.
(2025)
Smoothing ADMM for Non-convex and Non-smooth Hierarchical Federated Learning.
European Signal Processing Conference
Vitenskapelig artikkel
-
Lari, Ehsan;
Arablouei, Reza;
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2026)
Noise-robust and resource-efficient ADMM-based federated learning for WLS regression.
Signal Processing
Vitenskapelig artikkel
-
Elias, Vitor R. M.;
Gogineni, Vinay Chakravarthi;
Martins, Wallace;
Werner, Stefan.
(2021)
Adaptive Graph Filters in Reproducing Kernel Hilbert Spaces: Design and Performance Analysis.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Anders Stefan.
(2023)
Communication-efficient and privacy-aware distributed learning.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Werner, Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Communication-Efficient Online Federated Learning Strategies for Kernel Regression.
IEEE Internet of Things Journal
Vitenskapelig artikkel
-
Dhuli, Venkata Sateeshkrishna;
Kouachi, Said;
Sah, Abhay Kumar;
Werner, Stefan.
(2025)
Analysis of Exponential Correlation Matrices for Massive MIMO Systems.
IEEE Communications Letters
Vitenskapelig artikkel
-
Kashyap, Neelabh;
Werner, Stefan;
Huang, Yih-Fang.
(2018)
Decentralized PMU-Assisted Power System State Estimation With Reduced Interarea Communication.
IEEE Journal on Selected Topics in Signal Processing
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Sambangi, Ramesh;
Alex, Daney;
Mula, Subrahmanyam;
Werner, Anders Stefan.
(2023)
Algorithm and Architecture Design of Random Fourier Features-Based Kernel Adaptive Filters.
IEEE Transactions on Circuits and Systems I: Regular Papers
Vitenskapelig artikkel
-
Talebi, Sayedpouria;
Werner, Stefan;
Gupta, Vijay;
Huang, Yih-Fang.
(2021)
On Stability and Convergence of Distributed Filters.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Performance of clustered multitask diffusion LMS suffering from inter-node communication delays.
IEEE Transactions on Circuits and Systems - II - Express Briefs
Vitenskapelig artikkel
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2019)
Distributed Kalman filtering in presence of unknown outer network actuations.
IEEE Control Systems Letters
Vitenskapelig artikkel
-
Cheema, Muhammad Asaad;
Gogineni, Vinay Chakravarthi;
Salvo Rossi, Pierluigi;
Werner, Stefan.
(2024)
Networked Federated Meta-Learning Over Extending Graphs.
IEEE Internet of Things Journal
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Talebi, Sayedpouria;
Werner, Stefan;
Mandic, Danilo.
(2020)
Fractional-order correntropy adaptive filters for distributed processing of alpha-stable signals.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Mathecken, Pramod;
Riihonen, Taneli;
Werner, Stefan;
Wichman, Risto.
(2017)
Constrained Phase Noise Estimation in OFDM Using Scattered Pilots Without Decision Feedback.
IEEE Transactions on Signal Processing
Vitenskapelig artikkel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Mandic, Danilo.
(2019)
Complex-Valued Nonlinear Adaptive Filters With
Applications in α-Stable Environments.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2020)
Privacy-Preserving Distributed Maximum Consensus.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Talebi, Sayedpouria;
Werner, Stefan;
Mandic, Danilo.
(2020)
Quaternion-valued distributed filtering and control.
IEEE Transactions on Automatic Control
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Werner, Stefan;
Gauthier, Francois Jean Rene;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Personalized Online Federated Learning for IoT/CPS: Challenges and Future Directions.
IEEE Internet of Things Magazine (IoTM)
Vitenskapelig artikkel
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2019)
Distributed Kalman Filtering and Control Through Embedded Average Consensus Information Fusion.
IEEE Transactions on Automatic Control
Vitenskapelig artikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2019)
Storage management in a shared solar environment with time-varying electricity prices.
IEEE Internet of Things Journal
Vitenskapelig artikkel
-
Lari, Ehsan;
Gogineni, Vinay Chakravarthi;
Arablouei, Reza;
Werner, Anders Stefan.
(2023)
Resource-efficient federated learning robust to communication errors.
IEEE Statistical Signal Processing Workshop (SSP)
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Müller, Katinka;
Orlandic, Milica;
Werner, Stefan.
(2024)
Lightweight Autonomous Autoencoders for Timely Hyperspectral Anomaly Detection.
IEEE Geoscience and Remote Sensing Letters
Vitenskapelig artikkel
-
Moradi, Ashkan;
Venkategowda, Naveen K. D.;
Werner, Anders Stefan.
(2023)
Total Variation-Based Distributed Kalman Filtering for Resiliency Against Byzantines.
IEEE Sensors Journal
Vitenskapelig artikkel
-
Meireles Elias, Vitor Rosa;
Gogineni, Vinay Chakravarthi;
Martins, Wallace;
Werner, Stefan.
(2022)
Kernel Regression over Graphs using Random Fourier Features.
IEEE Transactions on Signal Processing
Vitenskapelig artikkel
-
Antonio-Rodrigues, Emilio;
Werner, Stefan;
Lopez-Valcarce, Roberto;
Wichman, Risto.
(2019)
MMSE filter design for full-duplex filter-and-forward MIMO relays under limited dynamic range.
Signal Processing
Vitenskapelig artikkel
-
Mirzaeifard, Reza;
Ghaderyan, Diyako;
Werner, Stefan.
(2025)
Decentralized Smoothing ADMM for Quantile Regression with Non-Convex Sparse Penalties.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Mirzaeifard, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Anders Stefan.
(2023)
Robust phase retrieval with non-convex penalties.
Asilomar Conference on Signals, Systems and Computers. Conference Record
Vitenskapelig artikkel
-
Gauthier, Francois Jean Rene;
Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan.
(2023)
Networked personalized federated learning using reinforcement learning.
IEEE International Conference on Communications
Vitenskapelig artikkel
-
Mirzaeifard, Reza;
Gogineni, Vinay Chakravarthi;
Venkategowda, Naveen Kumar Dasanadoddi;
Werner, Anders Stefan.
(2023)
Distributed quantile regression with non-convex sparse penalties.
IEEE Statistical Signal Processing Workshop (SSP)
Vitenskapelig artikkel
-
Elias, Vitor R. M.;
Martins, Wallace A.;
Werner, Stefan.
(2020)
Extended Adjacency and Scale-Dependent Graph Fourier Transform via Diffusion Distances.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Werner, Stefan;
Gauthier, Francois;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Personalized Online Federated Learning for IoT/CPS: Challenges and Future Directions.
IEEE Internet of Things Magazine (IoTM)
Vitenskapelig artikkel
-
Håkansson, Victor Wattin;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan;
Varshney, Pramod K..
(2022)
Optimal Transmission-Constrained Scheduling of Spatio-Temporally Dependent Observations Using Age-of-Information.
IEEE Sensors Journal
Vitenskapelig artikkel
-
Gauthier, Francois Jean Rene;
Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2023)
Asynchronous online federated learning with reduced communication requirements.
IEEE Internet of Things Journal
Vitenskapelig artikkel
-
Mirzaeifard, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2023)
Smoothing ADMM for Sparse-Penalized Quantile Regression With Non-Convex Penalties.
IEEE Open Journal of Signal Processing
Vitenskapelig artikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2021)
Energy optimization through cooperative storage management: A calculus of variations approach.
Renewable Energy
Vitenskapelig artikkel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Mandic, Danilo.
(2018)
Distributed adaptive filtering of alpha-stable signals.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Lari, Ehsan;
Arablouei, Reza;
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2025)
Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks Via Partial Sharing.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
-
Gauthier, Francois Jean Rene;
Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2023)
Personalized Graph Federated Learning With Differential Privacy.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Talebi, Sayedpouria;
Werner, Stefan;
Mandic, Danilo.
(2020)
Fractional-order correntropy filters for tracking dynamic systems in alpha-stable environments.
IEEE Transactions on Circuits and Systems - II - Express Briefs
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2020)
Fractional-Order Correntropy Filters for Tracking Dynamic Systems in α-Stable Environments.
IEEE Transactions on Circuits and Systems - II - Express Briefs
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2020)
Fractional-Order Correntropy Adaptive Filters for Distributed Processing of α -Stable Signals.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2021)
Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective.
IEEE Statistical Signal Processing Workshop (SSP)
Vitenskapelig artikkel
-
Talebi, Sayedpouria;
Darvishi, Hossein;
Werner, Stefan;
Salvo Rossi, Pierluigi.
(2022)
Gradient-Descent Adaptive Filtering Using Gradient Adaptive Step-Size.
Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Werner, Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Communication-Efficient Online Federated Learning Framework for Nonlinear Regression.
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing
Vitenskapelig artikkel
-
Mirzaeifard, Reza;
Ghaderyan, Diyako;
Werner, Stefan.
(2025)
Federated smoothing proximal gradient for quantile regression with non-convex penalties.
IEEE Transactions on Signal and Information Processing over Networks
Vitenskapelig artikkel
-
Alex, Daney;
Gogineni, Vinay Chakravarthi;
Mula, Subrahmanyam;
Werner, Stefan.
(2022)
Novel VLSI Architecture for Fractional-Order Correntropy Adaptive Filtering Algorithm.
IEEE Transactions on Very Large Scale Integration (vlsi) Systems
Vitenskapelig artikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2020)
Cost-aware renewable energy management: Centralized vs. distributed generation.
Renewable Energy
Vitenskapelig artikkel
-
Chen, Kewei;
Werner, Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2020)
Nonlinear adaptive filtering with kernel set-membership approach.
IEEE Transactions on Signal Processing
Vitenskapelig artikkel
-
Dhuli, Venkata Sateeshkrishna;
Kouachi, Said;
Werner, Stefan.
(2025)
Optimal Analysis of Consensus Algorithms for r-nearest ring networks.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2022)
Privacy-Preserving Distributed Kalman Filtering.
IEEE Transactions on Signal Processing
Vitenskapelig artikkel
-
Gratton, Cristiano;
Venkategowda, Naveen Kumar Dasanadoddi;
Arablouei, Reza;
Werner, Stefan.
(2022)
Privacy-Preserved Distributed Learning With Zeroth-Order Optimization.
IEEE Transactions on Information Forensics and Security
Vitenskapelig artikkel
-
Håkansson, Victor Wattin;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan;
Varshney, Pramod K..
(2022)
Optimal Scheduling of Multiple Spatiotemporally Dependent Observations for Remote Estimation Using Age of Information.
IEEE Internet of Things Journal
Vitenskapelig artikkel
Del av bok/rapport
-
Redie, Dawit Kiros;
Arablouei, Reza;
Buvarp, Anders;
Werner, Stefan.
(2025)
Enhancing Efficiency and Privacy in Federated Learning via Partial Model Sharing.
Vitenskapelig kapittel
-
Dasanadoddi Venkategowda, Naveen Kumar;
Moradi, Ashkan;
Werner, Stefan.
(2025)
Security and Privacy in Distributed Kalman Filtering.
Vitenskapelig kapittel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2021)
Optimization Strategy for Energy Allocation through Cooperative Storage Management.
Vitenskapelig kapittel
-
Gratton, Cristiano;
Venkategowda, Naveen Kumar Dasanadoddi;
Arablouei, Reza;
Werner, Stefan.
(2021)
Distributed Learning over Networks with Non-Smooth Regularizers and Feature Partitioning.
Vitenskapelig kapittel
-
Lari, Ehsan;
Arablouei, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2024)
Distributed maximum consensus over noisy links.
Vitenskapelig kapittel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa;
Talebi, Sayed Pouria.
(2019)
Price-aware renewable energy management with transmission losses.
Vitenskapelig kapittel
-
Singh, Adarsh Pal;
Jain, Vivek;
Chaudhari, Sachin;
Kraemer, Frank Alexander;
Werner, Stefan;
Garg, Vishal.
(2019)
Machine Learning-based Occupancy Estimation Using Multivariate Sensor Nodes.
Vitenskapelig kapittel
-
Meireles Elias, Vitor Rosa;
Gogineni, Vinay Chakravarthi;
Martins, Wallace;
Werner, Stefan.
(2021)
Kernel regression on graphs in random Fourier features space.
Vitenskapelig kapittel
-
Gauthier, Francois;
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2021)
Privacy-Preserving Distributed Learning with Nonsmooth Objective Functions.
Vitenskapelig kapittel
-
Mirzaeifard, Reza;
Venkategowda, Naveen K. D.;
Werner, Anders Stefan.
(2023)
Robust Networked Federated Learning for Localization.
Vitenskapelig kapittel
-
Håkansson, Victor Wattin;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2021)
Optimal scheduling of multiple spatio-temporally dependent observations using age-of-information.
Vitenskapelig kapittel
-
Lari, Ehsan;
Gogineni, Vinay Chakravarthi;
Arablouei, Reza;
Werner, Anders Stefan.
(2023)
Continual local updates for federated learning with enhanced robustness to link noise.
Vitenskapelig kapittel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Li, Shengxi;
Mandic, Danilo.
(2019)
Tracking dynamic systems in alpha-stable environments.
Vitenskapelig kapittel
-
Gogineni, Vinay Chakravarthi;
Rosa Meireles Elias, Vitor;
Werner, Stefan.
(2021)
Graph Diffusion Kernel LMS using Random Fourier Features.
Vitenskapelig kapittel
-
D'Avila Barros, Bettina;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2021)
Quickest Detection of Stochastic False Data Injection Attacks with Unknown Parameters.
Vitenskapelig kapittel
-
Lari, Ehsan;
Arablouei, Reza;
Werner, Stefan.
(2024)
Privacy-preserving distributed nonnegative matrix factorization.
Vitenskapelig kapittel
-
Mirzaeifard, Reza;
Gogineni, Vinay Chakravarthi;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2022)
Dynamic Graph Topology Learning with Non-Convex Penalties.
Vitenskapelig kapittel
-
Gogineni, Vinay Chakravarthi;
Langberg, Geir Severin Rakh Elvatun;
Naumova, Valeriya;
Nygård, Jan Franz;
Mari, Nygård,;
Grasmair, Markus;
Werner, Stefan.
(2021)
Recurrent Time-Varying Multi-Graph Convolutional Neural Network for Personalized Cervical Cancer Risk Prediction.
Vitenskapelig kapittel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Securing the Distributed Kalman Filter Against Curious Agents.
Vitenskapelig kapittel
-
Mirzaeifard, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2022)
ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties.
Vitenskapelig kapittel
-
Gogineni, Vinay Chakravarthi;
Langberg, Geir Severin Rakh Elvatun;
Naumova, Valeriya;
Nygård, Jan Franz;
Nygård, Mari;
Grasmair, Markus;
Werner, Stefan.
(2021)
Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective.
Vitenskapelig kapittel
-
Lari, Ehsan;
Gogineni, Vinay Chakravarthi;
Arablouei, Reza;
Werner, Stefan.
(2024)
On the resilience of online federated learning to model poisoning attacks through partial sharing.
Vitenskapelig kapittel
-
Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Decentralized Graph Federated Multitask Learning for Streaming Data.
Vitenskapelig kapittel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2018)
Distributed Ridge Regression with Feature Partitioning.
Vitenskapelig kapittel
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2018)
Distributed Kalman filtering: Consensus, diffusion, and
mixed.
Vitenskapelig kapittel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2018)
Renewable energy optimization with centralized and distributed generation.
Vitenskapelig kapittel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2018)
Cooperative renewable energy management with distributed generation.
Vitenskapelig kapittel
-
Antonio-Rodrigues, Emilio;
Werner, Stefan;
Riihonen, Taneli;
Wichman, Risto.
(2017)
Robust Filter Design for Full-Duplex Relay Links under Limited Dynamic Range.
Vitenskapelig kapittel
-
Gogineni, Vinay Chakravarthi;
Meireles Elias, Vitor Rosa;
Martins, Wallace;
Werner, Stefan.
(2021)
Graph diffusion kernel LMS using random Fourier features.
Vitenskapelig kapittel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Koivunen, Visa.
(2018)
Kalman Filtering and Clustering in Sensor Networks.
Vitenskapelig kapittel
-
Müller, Katinka;
Gogineni, Vinay Chakravarthi;
Orlandic, Milica;
Werner, Anders Stefan.
(2023)
Autoencoder-based hyperspectral anomaly detection using kernel principal component pre-processing.
Vitenskapelig kapittel
-
Mirzaeifard, Reza;
Werner, Stefan.
(2025)
Federated smoothing ADMM for quantile regression with non-convex sparse penalties.
Vitenskapelig kapittel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2019)
Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman Filtering.
Vitenskapelig kapittel
-
Gauthier, Francois;
Gogineni, Vinay Chakravarthi;
Werner, Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression.
Vitenskapelig kapittel
-
Mirzaeifard, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Jung, Alexander;
Werner, Anders Stefan.
(2023)
Moreau envelope ADMM for decentralized weakly convex optimization.
Vitenskapelig kapittel
-
Gogineni, Vinay Chakravarthi;
Moradi, Ashkan;
Venkategowda, Naveen Kumar Dasanadoddi;
Werner, Stefan.
(2022)
Communication-efficient and privacy-aware distributed LMS algorithm.
Vitenskapelig kapittel
-
Gogineni, Vinay Chakravarthi;
Naumova, Valeriya;
Werner, Stefan;
Huang, Yih-Fang.
(2022)
Graph Kernel Recursive Least-Squares Algorithms.
Vitenskapelig kapittel
-
Talebi, Sayedpouria;
Werner, Stefan;
Xia, Yili;
Took, Clive Cheong;
Mandic, Danilo P..
(2022)
A joint particle filter for quaternion-valued alpha-stable signals via the characteristic function.
Vitenskapelig kapittel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2020)
Distributed Learning with Non-Smooth Objective
Functions.
Vitenskapelig kapittel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries.
Vitenskapelig kapittel
-
Håkansson, Victor Wattin;
Dasanadoddi Venkategowda, Naveen Kumar;
Kraemer, Frank Alexander;
Werner, Stefan.
(2019)
Cost-Aware Dual Prediction Scheme for Reducing Transmissions at IoT Sensor Nodes.
Vitenskapelig kapittel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2019)
Consensus-based Distributed Total Least-squares Estimation Using Parametric Semidefinite Programming.
Vitenskapelig kapittel
-
Shastri, Anish;
Jain, Vivek;
Chaudhari, Sachin;
Chouhan, Shailesh Singh;
Werner, Stefan.
(2019)
Improving accuracy of the Shewhart-based data-reduction in IoT nodes using piggybacking.
Vitenskapelig kapittel
-
Chen, Kewei;
Werner, Stefan;
Kuh, Anthony;
Huang, Yih-Fang.
(2018)
Nonlinear online learning - A kernel SMF approach.
Vitenskapelig kapittel
-
Gauthier, Francois Jean Rene;
Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Clustered Graph Federated Personalized Learning.
Vitenskapelig kapittel
-
Håkansson, Victor Wattin;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2020)
Optimal Scheduling Policy for Spatio-temporally Dependent Observations using Age-of-Information.
Vitenskapelig kapittel
-
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2018)
Privacy-preserving distributed precoder design for decentralized estimation.
Vitenskapelig kapittel
Studentoppgave eller avhandling
-
Lari, Ehsan;
Werner, Stefan;
Arablouei, Reza.
(2025)
Distributed Learning with Enhanced Efficiency, Robustness and Privacy.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandling
-
Mirzaeifard, Reza;
Werner, Stefan;
Dasanadoddi Venkategowda, Naveen Kumar.
(2025)
Single‑Loop Non‑Convex Optimization for Robust and Sparse Learning in IoT.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandling
Undervisning
Emner
Formidling
2024
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KonferanseforedragLari, Ehsan; Arablouei, Reza; Werner, Stefan. (2024) Privacy-preserving distributed nonnegative matrix factorization. European Signal Processing Conference
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KonferanseposterLari, Ehsan; Arablouei, Reza; Gogineni, Vinay Chakravarthi; Werner, Stefan. (2024) On the resilience of online federated learning to model poisoning attacks through partial sharing. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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KonferanseforedragLari, Ehsan; Arablouei, Reza; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2024) Distributed maximum consensus over noisy links. European Signal Processing Conference
2023
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KonferanseforedragLari, Ehsan; Gogineni, Vinay Chakravarthi; Arablouei, Reza; Werner, Stefan. (2023) Continual local updates for federated learning with enhanced robustness to link noise. Asia Pacific Signal and Information Processing Association Annual Summit and Conference
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KonferanseforedragLari, Ehsan; Gogineni, Vinay Chakravarthi; Arablouei, Reza; Werner, Stefan. (2023) Resource-efficient federated learning robust to communication errors. IEEE Statistical Signal Processing Workshop
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KonferanseposterGauthier, Francois Jean Rene; Gogineni, Vinay Chakravarthi; Werner, Stefan. (2023) Networked Personalized Federated Learning Using Reinforcement Learning. IEEE International Conference on Communications
2022
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KonferanseposterTalebi, Sayed Pouria; Werner, Stefan; Xia, Yili; Took, Clive Cheong; Mandic, Danilo. (2022) A joint particle filter for quaternion-valued alpha-stable signals via the characteristic function. Sensor Array and Multichannel Signal Processing Workshop
-
KonferanseforedragMirzaeifard, Reza; Gogineni, Vinay Chakravarthi; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2022) Dynamic Graph Topology Learning with Non-Convex Penalties. European Signal Processing Conference
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KonferanseforedragGauthier, Francois Jean Rene; Gogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression. IEEE International Conference on Communications
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KonferanseforedragGogineni, Vinay Chakravarthi; Moradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2022) Communication-efficient and privacy-aware distributed LMS algorithm. International Conference on Information Fusion
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KonferanseforedragMirzaeifard, Reza; Dasanadoddi Venkategowda, Naveen Kumar; Gogineni, Vinay Chakravarthi; Werner, Stefan. (2022) ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties. European Signal Processing Conference
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KonferanseforedragGogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Decentralized Graph Federated Multitask Learning for Streaming Data. Annual Conference on Information Sciences and Systems
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KonferanseforedragGauthier, Francois Jean Rene; Gogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Clustered Graph Federated Personalized Learning. Asilomar Conference on Signals, Systems, and Computers
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KonferanseforedragGogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Communication-Efficient Online Federated Learning Framework for Nonlinear Regression. IEEE International Conference on Acoustics, Speech and Signal Processing
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KonferanseposterTalebi, Sayed Pouria; Darvishi, Hossein; Salvo Rossi, Pierluigi; Werner, Stefan. (2022) Gradient-Descent Adaptive Filtering Using Gradient Adaptive Step-Size. IEEE Sensor Array and Multichannel Signal Processing Workshop
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ForedragMoradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Talebi, Sayedpouria; Werner, Stefan. (2022) Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries. 55th Asilomar Conference on Signals, Systems, and Computers (Asilomar 2021)
2019
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ForedragMoradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2019) Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman Filtering. 2019 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)
2018
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KonferanseposterSteinsland, Ingelin; Mortensen, Markus; Kraemer, Frank Alexander; Werner, Stefan. (2018) Towards Smart, Resource-Constrained Environmental Sensor Networks. European Geosciences Union General Assembly 2018