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
2023
-
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.
volum 70 (2).
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.
volum 23 (4).
Vitenskapelig artikkel
2022
-
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.
volum 30 (7).
Vitenskapelig artikkel
-
Gauthier, Francois;
Gogineni, Vinay Chakravarthi;
Werner, Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression.
ICC 2022 - IEEE International Conference on Communications.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Mirzaeifard, Reza;
Gogineni, Vinay Chakravarthi;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2022)
Dynamic Graph Topology Learning with Non-Convex Penalties.
30th European Signal Processing Conference (EUSIPCO 2022).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Moradi, Ashkan;
Kumar Dasanadoddi Venkategowda, Naveen;
Werner, Stefan.
(2022)
Communication-efficient and privacy-aware distributed LMS algorithm.
2022 25th International Conference on Information Fusion - FUSION.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Decentralized Graph Federated Multitask Learning for Streaming Data.
2022 56th Annual Conference on Information Sciences and Systems (CISS).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Naumova, Valeriya;
Werner, Stefan;
Huang, Yih-Fang.
(2022)
Graph Kernel Recursive Least-Squares Algorithms.
2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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
-
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
-
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.
volum 10 (5).
Vitenskapelig artikkel
-
Gratton, Cristiano;
Kumar Dasanadoddi Venkategowda, Naveen;
Arablouei, Reza;
Werner, Stefan.
(2022)
Privacy-Preserved Distributed Learning With Zeroth-Order Optimization.
IEEE Transactions on Information Forensics and Security.
volum 17.
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.
volum 9 (20).
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.
volum 22 (15).
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.
volum 70.
Vitenskapelig artikkel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2022)
Privacy-Preserving Distributed Kalman Filtering.
IEEE Transactions on Signal Processing.
volum 70.
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
-
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.
2022 IEEE 12th Sensor Array and Multichannel Signal Processing Workshop (SAM).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Mirzaeifard, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2022)
ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties.
30th European Signal Processing Conference (EUSIPCO 2022).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2021
-
D'Avila Barros, Bettina;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2021)
Quickest Detection of Stochastic False Data Injection Attacks with Unknown Parameters.
2021 IEEE Statistical Signal Processing Workshop (SSP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
volum 7.
Vitenskapelig artikkel
-
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.
IEEE 55th Asilomar Conference on Signals, Systems & Computers.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
2021 IEEE Statistical Signal Processing Workshop (SSP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Meireles Elias, Vitor Rosa;
Martins, Wallace;
Werner, Stefan.
(2021)
Graph diffusion kernel LMS using random Fourier features.
The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Rosa Meireles Elias, Vitor;
Werner, Stefan.
(2021)
Graph Diffusion Kernel LMS using Random Fourier Features.
The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
volum 68 (7).
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
-
Gauthier, Francois;
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2021)
Privacy-Preserving Distributed Learning with Nonsmooth Objective Functions.
The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gratton, Cristiano;
Kumar Dasanadoddi Venkategowda, Naveen;
Arablouei, Reza;
Werner, Stefan.
(2021)
Distributed Learning over Networks with Non-Smooth Regularizers and Feature Partitioning.
2021 29th European Signal Processing Conference (EUSIPCO).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Håkansson, Victor Wattin;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2021)
Optimal scheduling of multiple spatio-temporally dependent observations using age-of-information.
The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2021)
Energy optimization through cooperative storage management: A calculus of variations approach.
Renewable Energy.
volum 171.
Vitenskapelig artikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2021)
Optimization Strategy for Energy Allocation through Cooperative Storage Management.
2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids - SmartGridComm.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Meireles Elias, Vitor Rosa;
Gogineni, Vinay Chakravarthi;
Martins, Wallace;
Werner, Stefan.
(2021)
Kernel regression on graphs in random Fourier features space.
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries.
IEEE 55th Asilomar Conference on Signals, Systems & Computers.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Securing the Distributed Kalman Filter Against Curious Agents.
24th International Conference on Information Fusion (FUSION).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Talebi, Sayedpouria;
Werner, Stefan;
Gupta, Vijay;
Huang, Yih-Fang.
(2021)
On Stability and Convergence of Distributed Filters.
IEEE Signal Processing Letters.
volum 28.
Vitenskapelig artikkel
2020
-
Chen, Kewei;
Werner, Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2020)
Nonlinear adaptive filtering with kernel set-membership approach.
IEEE Transactions on Signal Processing.
volum 68 (1).
Vitenskapelig artikkel
-
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2020)
Privacy-Preserving Distributed Maximum Consensus.
IEEE Signal Processing Letters.
volum 27.
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.
volum 27.
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.
volum 67.
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.
(2020)
Fractional-Order Correntropy Filters for Tracking Dynamic Systems in α-Stable Environments.
IEEE Transactions on Circuits and Systems - II - Express Briefs.
Vitenskapelig artikkel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2020)
Distributed Learning with Non-Smooth Objective Functions.
28th European Signal Processing Conference (EUSIPCO 2020).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Håkansson, Victor Wattin;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2020)
Optimal Scheduling Policy for Spatio-temporally Dependent Observations using Age-of-Information.
2020 IEEE 23rd International Conference on Information Fusion (FUSION).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2020)
Cost-aware renewable energy management: Centralized vs. distributed generation.
Renewable Energy.
volum 147.
Vitenskapelig artikkel
-
M. Elias, Vitor R.;
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.
volum 6.
Vitenskapelig artikkel
-
Talebi, Sayedpouria;
Werner, Stefan;
Mandic, Danilo.
(2020)
Quaternion-valued distributed filtering and control.
IEEE Transactions on Automatic Control.
volum 65 (10).
Vitenskapelig artikkel
2019
-
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.
volum 156.
Vitenskapelig artikkel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2019)
Consensus-based Distributed Total Least-squares Estimation Using Parametric Semidefinite Programming.
2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
2019 27th European Signal Processing Conference (EUSIPCO).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2019)
Storage management in a shared solar environment with time-varying electricity prices.
IEEE Internet of Things Journal.
volum 6 (5).
Vitenskapelig artikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa;
Talebi, Sayed Pouria.
(2019)
Price-aware renewable energy management with transmission losses.
2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, 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).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
2019 IEEE 5th World Forum on Internet of Things (WF-IoT).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Singh, Adarsh Pal;
Jain, Vivek;
Chaudhari, Sachin;
Kraemer, Frank Alexander;
Werner, Stefan;
Garg, Vishal.
(2019)
Machine Learning-based Occupancy Estimation Using Multivariate Sensor Nodes.
2018 IEEE Globecom Workshops Proceedings.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2019)
Distributed Kalman Filtering and Control Through Embedded Average Consensus Information Fusion.
IEEE Transactions on Automatic Control.
volum 64 (10).
Vitenskapelig artikkel
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2019)
Distributed Kalman filtering in presence of unknown outer network actuations.
IEEE Control Systems Letters.
volum 3.
Vitenskapelig artikkel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Li, Shengxi;
Mandic, Danilo.
(2019)
Tracking dynamic systems in alpha-stable environments.
2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Mandic, Danilo.
(2019)
Complex-Valued Nonlinear Adaptive Filters With Applications in α-Stable Environments.
IEEE Signal Processing Letters.
volum 26 (9).
Vitenskapelig artikkel
2018
-
Chen, Kewei;
Werner, Stefan;
Kuh, Anthony;
Huang, Yih-Fang.
(2018)
Nonlinear online learning - A kernel SMF approach.
IEEE Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2018)
Privacy-preserving distributed precoder design for decentralized estimation.
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2018)
Distributed Ridge Regression with Feature Partitioning.
2018 52nd Asilomar Conference on Signals, Systems, and Computers.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
volum 12 (4).
Vitenskapelig artikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2018)
Cooperative renewable energy management with distributed generation.
2018 26th European Signal Processing Conference (EUSIPCO).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2018)
Renewable energy optimization with centralized and distributed generation.
2018 26th European Signal Processing Conference (EUSIPCO).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Koivunen, Visa.
(2018)
Kalman Filtering and Clustering in Sensor Networks.
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Mandic, Danilo.
(2018)
Distributed adaptive filtering of alpha-stable signals.
IEEE Signal Processing Letters.
volum 25 (10).
Vitenskapelig artikkel
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2018)
Distributed Kalman filtering: Consensus, diffusion, and mixed.
2018 IEEE Conference on Control Technology and Applications (CCTA).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2017
-
Antonio-Rodrigues, Emilio;
Werner, Stefan;
Riihonen, Taneli;
Wichman, Risto.
(2017)
Robust Filter Design for Full-Duplex Relay Links under Limited Dynamic Range.
18th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2017).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
volum 65 (9).
Vitenskapelig artikkel
Tidsskriftspublikasjoner
-
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.
volum 70 (2).
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.
volum 23 (4).
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.
volum 30 (7).
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
-
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
-
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.
volum 10 (5).
Vitenskapelig artikkel
-
Gratton, Cristiano;
Kumar Dasanadoddi Venkategowda, Naveen;
Arablouei, Reza;
Werner, Stefan.
(2022)
Privacy-Preserved Distributed Learning With Zeroth-Order Optimization.
IEEE Transactions on Information Forensics and Security.
volum 17.
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.
volum 9 (20).
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.
volum 22 (15).
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.
volum 70.
Vitenskapelig artikkel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2022)
Privacy-Preserving Distributed Kalman Filtering.
IEEE Transactions on Signal Processing.
volum 70.
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
-
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.
volum 7.
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.
volum 68 (7).
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
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2021)
Energy optimization through cooperative storage management: A calculus of variations approach.
Renewable Energy.
volum 171.
Vitenskapelig artikkel
-
Talebi, Sayedpouria;
Werner, Stefan;
Gupta, Vijay;
Huang, Yih-Fang.
(2021)
On Stability and Convergence of Distributed Filters.
IEEE Signal Processing Letters.
volum 28.
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.
volum 68 (1).
Vitenskapelig artikkel
-
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2020)
Privacy-Preserving Distributed Maximum Consensus.
IEEE Signal Processing Letters.
volum 27.
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.
volum 27.
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.
volum 67.
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.
(2020)
Fractional-Order Correntropy Filters for Tracking Dynamic Systems in α-Stable Environments.
IEEE Transactions on Circuits and Systems - II - Express Briefs.
Vitenskapelig artikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2020)
Cost-aware renewable energy management: Centralized vs. distributed generation.
Renewable Energy.
volum 147.
Vitenskapelig artikkel
-
M. Elias, Vitor R.;
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.
volum 6.
Vitenskapelig artikkel
-
Talebi, Sayedpouria;
Werner, Stefan;
Mandic, Danilo.
(2020)
Quaternion-valued distributed filtering and control.
IEEE Transactions on Automatic Control.
volum 65 (10).
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.
volum 156.
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.
volum 6 (5).
Vitenskapelig artikkel
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2019)
Distributed Kalman Filtering and Control Through Embedded Average Consensus Information Fusion.
IEEE Transactions on Automatic Control.
volum 64 (10).
Vitenskapelig artikkel
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2019)
Distributed Kalman filtering in presence of unknown outer network actuations.
IEEE Control Systems Letters.
volum 3.
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.
volum 26 (9).
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.
volum 12 (4).
Vitenskapelig artikkel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Mandic, Danilo.
(2018)
Distributed adaptive filtering of alpha-stable signals.
IEEE Signal Processing Letters.
volum 25 (10).
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.
volum 65 (9).
Vitenskapelig artikkel
Del av bok/rapport
-
Gauthier, Francois;
Gogineni, Vinay Chakravarthi;
Werner, Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression.
ICC 2022 - IEEE International Conference on Communications.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Mirzaeifard, Reza;
Gogineni, Vinay Chakravarthi;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2022)
Dynamic Graph Topology Learning with Non-Convex Penalties.
30th European Signal Processing Conference (EUSIPCO 2022).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Moradi, Ashkan;
Kumar Dasanadoddi Venkategowda, Naveen;
Werner, Stefan.
(2022)
Communication-efficient and privacy-aware distributed LMS algorithm.
2022 25th International Conference on Information Fusion - FUSION.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Decentralized Graph Federated Multitask Learning for Streaming Data.
2022 56th Annual Conference on Information Sciences and Systems (CISS).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Naumova, Valeriya;
Werner, Stefan;
Huang, Yih-Fang.
(2022)
Graph Kernel Recursive Least-Squares Algorithms.
2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
2022 IEEE 12th Sensor Array and Multichannel Signal Processing Workshop (SAM).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Mirzaeifard, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2022)
ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties.
30th European Signal Processing Conference (EUSIPCO 2022).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
D'Avila Barros, Bettina;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2021)
Quickest Detection of Stochastic False Data Injection Attacks with Unknown Parameters.
2021 IEEE Statistical Signal Processing Workshop (SSP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
IEEE 55th Asilomar Conference on Signals, Systems & Computers.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
2021 IEEE Statistical Signal Processing Workshop (SSP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Meireles Elias, Vitor Rosa;
Martins, Wallace;
Werner, Stefan.
(2021)
Graph diffusion kernel LMS using random Fourier features.
The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Rosa Meireles Elias, Vitor;
Werner, Stefan.
(2021)
Graph Diffusion Kernel LMS using Random Fourier Features.
The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gauthier, Francois;
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2021)
Privacy-Preserving Distributed Learning with Nonsmooth Objective Functions.
The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gratton, Cristiano;
Kumar Dasanadoddi Venkategowda, Naveen;
Arablouei, Reza;
Werner, Stefan.
(2021)
Distributed Learning over Networks with Non-Smooth Regularizers and Feature Partitioning.
2021 29th European Signal Processing Conference (EUSIPCO).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Håkansson, Victor Wattin;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2021)
Optimal scheduling of multiple spatio-temporally dependent observations using age-of-information.
The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2021)
Optimization Strategy for Energy Allocation through Cooperative Storage Management.
2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids - SmartGridComm.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Meireles Elias, Vitor Rosa;
Gogineni, Vinay Chakravarthi;
Martins, Wallace;
Werner, Stefan.
(2021)
Kernel regression on graphs in random Fourier features space.
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries.
IEEE 55th Asilomar Conference on Signals, Systems & Computers.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Securing the Distributed Kalman Filter Against Curious Agents.
24th International Conference on Information Fusion (FUSION).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2020)
Distributed Learning with Non-Smooth Objective Functions.
28th European Signal Processing Conference (EUSIPCO 2020).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Håkansson, Victor Wattin;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2020)
Optimal Scheduling Policy for Spatio-temporally Dependent Observations using Age-of-Information.
2020 IEEE 23rd International Conference on Information Fusion (FUSION).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2019)
Consensus-based Distributed Total Least-squares Estimation Using Parametric Semidefinite Programming.
2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
2019 27th European Signal Processing Conference (EUSIPCO).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa;
Talebi, Sayed Pouria.
(2019)
Price-aware renewable energy management with transmission losses.
2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, 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).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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.
2019 IEEE 5th World Forum on Internet of Things (WF-IoT).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Singh, Adarsh Pal;
Jain, Vivek;
Chaudhari, Sachin;
Kraemer, Frank Alexander;
Werner, Stefan;
Garg, Vishal.
(2019)
Machine Learning-based Occupancy Estimation Using Multivariate Sensor Nodes.
2018 IEEE Globecom Workshops Proceedings.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Li, Shengxi;
Mandic, Danilo.
(2019)
Tracking dynamic systems in alpha-stable environments.
2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chen, Kewei;
Werner, Stefan;
Kuh, Anthony;
Huang, Yih-Fang.
(2018)
Nonlinear online learning - A kernel SMF approach.
IEEE Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2018)
Privacy-preserving distributed precoder design for decentralized estimation.
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2018)
Distributed Ridge Regression with Feature Partitioning.
2018 52nd Asilomar Conference on Signals, Systems, and Computers.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2018)
Cooperative renewable energy management with distributed generation.
2018 26th European Signal Processing Conference (EUSIPCO).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2018)
Renewable energy optimization with centralized and distributed generation.
2018 26th European Signal Processing Conference (EUSIPCO).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Koivunen, Visa.
(2018)
Kalman Filtering and Clustering in Sensor Networks.
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2018)
Distributed Kalman filtering: Consensus, diffusion, and mixed.
2018 IEEE Conference on Control Technology and Applications (CCTA).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Antonio-Rodrigues, Emilio;
Werner, Stefan;
Riihonen, Taneli;
Wichman, Risto.
(2017)
Robust Filter Design for Full-Duplex Relay Links under Limited Dynamic Range.
18th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2017).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Undervisning
Emner
Formidling
2022
-
Faglig 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) . IEEE; Virtual conference. 2021-10-31 - 2021-11-03.
2019
-
Faglig 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) ; 2019-12-15 - 2019-12-18.
2018
-
PosterSteinsland, Ingelin; Mortensen, Markus; Kraemer, Frank Alexander; Werner, Stefan. (2018) Towards Smart, Resource-Constrained Environmental Sensor Networks. European Geosciences Union General Assembly 2018 ; 2018-04-08 - 2018-04-13.