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
2025
-
Mirzaeifard, Reza;
Ghaderyan, Diyako;
Werner, Stefan.
(2025)
Decentralized Smoothing ADMM for Quantile Regression with Non-Convex Sparse Penalties.
IEEE Signal Processing Letters
Vitenskapelig artikkel
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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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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;
Werner, Stefan.
(2025)
Federated smoothing ADMM for quantile regression with non-convex sparse penalties.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2024
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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
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Lari, Ehsan;
Chakravarthi Gogineni, Vinay;
Arablouei, Reza;
Werner, Stefan.
(2024)
On the resilience of online federated learning to model poisoning attacks through partial sharing.
IEEE Signal Processing Society
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Lari, Ehsan;
Arablouei, Reza;
Werner, Stefan.
(2024)
Privacy-preserving distributed nonnegative matrix factorization.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Lari, Ehsan;
Arablouei, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2024)
Distributed maximum consensus over noisy links.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
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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
2023
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Mirzaeifard, Reza;
Venkategowda, Naveen K. D.;
Werner, Anders Stefan.
(2023)
Robust Networked Federated Learning for Localization.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Lari, Ehsan;
Gogineni, Vinay Chakravarthi;
Arablouei, Reza;
Werner, Anders Stefan.
(2023)
Continual local updates for federated learning with enhanced robustness to link noise.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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
-
Mirzaeifard, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Jung, Alexander;
Werner, Anders Stefan.
(2023)
Moreau envelope ADMM for decentralized weakly convex optimization.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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
-
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
-
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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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;
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
-
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
-
Müller, Katinka;
Gogineni, Vinay Chakravarthi;
Orlandic, Milica;
Werner, Anders Stefan.
(2023)
Autoencoder-based hyperspectral anomaly detection using kernel principal component pre-processing.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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;
Kumar Dasanadoddi Venkategowda, Naveen;
Werner, Anders Stefan.
(2023)
Distributed quantile regression with non-convex sparse penalties.
IEEE Statistical Signal Processing Workshop (SSP)
Vitenskapelig artikkel
-
Mirzaeifard, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Chakravarthi Gogineni, Vinay;
Werner, Stefan.
(2023)
Smoothing ADMM for Sparse-Penalized Quantile Regression With Non-Convex Penalties.
IEEE Open Journal of Signal Processing
Vitenskapelig artikkel
2022
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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
-
Gauthier, Francois Jean Rene;
Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Clustered Graph Federated Personalized Learning.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Decentralized Graph Federated Multitask Learning for Streaming Data.
IEEE conference proceedings
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.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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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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;
Naumova, Valeriya;
Werner, Stefan;
Huang, Yih-Fang.
(2022)
Graph Kernel Recursive Least-Squares Algorithms.
IEEE Signal Processing Society
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gauthier, Francois;
Gogineni, Vinay Chakravarthi;
Werner, Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression.
IEEE (Institute of Electrical and Electronics Engineers)
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;
Moradi, Ashkan;
Kumar Dasanadoddi Venkategowda, Naveen;
Werner, Stefan.
(2022)
Communication-efficient and privacy-aware distributed LMS algorithm.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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
-
Mirzaeifard, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2022)
ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Mirzaeifard, Reza;
Gogineni, Vinay Chakravarthi;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2022)
Dynamic Graph Topology Learning with Non-Convex Penalties.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2022)
Privacy-Preserving Distributed Kalman Filtering.
IEEE Transactions on Signal Processing
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
-
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
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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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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
Vitenskapelig artikkel
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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
2021
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Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2021)
Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective.
IEEE Statistical Signal Processing Workshop (SSP)
Vitenskapelig artikkel
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Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Rosa Meireles Elias, Vitor;
Werner, Stefan.
(2021)
Graph Diffusion Kernel LMS using Random Fourier Features.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Langberg, Geir Severin Rakh Elvatun;
Naumova, Valeriya;
Nygård, Jan Franz;
Mari, Nygård,;
Grasmair, Markus.
(2021)
Recurrent Time-Varying Multi-Graph Convolutional Neural Network for Personalized Cervical Cancer Risk Prediction.
IEEE conference proceedings
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.
IEEE conference proceedings
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.
IEEE (Institute of Electrical and Electronics Engineers)
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
Vitenskapelig artikkel
-
Gogineni, Vinay Chakravarthi;
Meireles Elias, Vitor Rosa;
Martins, Wallace;
Werner, Stefan.
(2021)
Graph diffusion kernel LMS using random Fourier features.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gauthier, Francois;
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2021)
Privacy-Preserving Distributed Learning with Nonsmooth Objective Functions.
IEEE conference proceedings
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.
IEEE Signal Processing Society
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Securing the Distributed Kalman Filter Against Curious Agents.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Langberg, Geir Severin Rakh Elvatun;
Naumova, Valeriya;
Nygård, Jan Franz;
Nygård, Mari;
Grasmair, Markus.
(2021)
Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective.
IEEE Signal Processing Society
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.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2021)
Optimization Strategy for Energy Allocation through Cooperative Storage Management.
IEEE (Institute of Electrical and Electronics Engineers)
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
Vitenskapelig artikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2021)
Energy optimization through cooperative storage management: A calculus of variations approach.
Renewable Energy
Vitenskapelig artikkel
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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
2020
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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
-
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
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2020)
Cost-aware renewable energy management: Centralized vs. distributed generation.
Renewable Energy
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;
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
-
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
Vitenskapelig artikkel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2020)
Distributed Learning with Non-Smooth Objective
Functions.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Talebi, Sayedpouria;
Werner, Stefan;
Mandic, Danilo.
(2020)
Quaternion-valued distributed filtering and control.
IEEE Transactions on Automatic Control
Vitenskapelig artikkel
-
Håkansson, Victor Wattin;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2020)
Optimal Scheduling Policy for Spatio-temporally Dependent Observations using Age-of-Information.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2019
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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
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2019)
Distributed Kalman filtering in presence of unknown outer network actuations.
IEEE Control Systems Letters
Vitenskapelig artikkel
-
Singh, Adarsh Pal;
Jain, Vivek;
Chaudhari, Sachin;
Kraemer, Frank Alexander;
Werner, Stefan;
Garg, Vishal.
(2019)
Machine Learning-based Occupancy Estimation Using Multivariate Sensor Nodes.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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
-
Talebi, Sayed Pouria;
Werner, Stefan;
Li, Shengxi;
Mandic, Danilo.
(2019)
Tracking dynamic systems in alpha-stable environments.
IEEE (Institute of Electrical and Electronics Engineers)
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.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa;
Talebi, Sayed Pouria.
(2019)
Price-aware renewable energy management with transmission losses.
IEEE (Institute of Electrical and Electronics Engineers)
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.
IEEE conference proceedings
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
Vitenskapelig artikkel
-
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.
IEEE Signal Processing Society
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2019)
Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman Filtering.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2018
-
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2018)
Privacy-preserving distributed precoder design for decentralized estimation.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2018)
Distributed Ridge Regression with Feature Partitioning.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Koivunen, Visa.
(2018)
Kalman Filtering and Clustering in Sensor Networks
.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2018)
Cooperative renewable energy management with distributed generation.
IEEE Signal Processing Society
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2018)
Renewable energy optimization with centralized and distributed generation.
IEEE Signal Processing Society
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2018)
Distributed Kalman filtering: Consensus, diffusion, and
mixed.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Mandic, Danilo.
(2018)
Distributed adaptive filtering of alpha-stable signals.
IEEE Signal Processing 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
-
Chen, Kewei;
Werner, Stefan;
Kuh, Anthony;
Huang, Yih-Fang.
(2018)
Nonlinear online learning - A kernel SMF approach.
IEEE Signal Processing Society
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
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.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tidsskriftspublikasjoner
-
Mirzaeifard, Reza;
Ghaderyan, Diyako;
Werner, Stefan.
(2025)
Decentralized Smoothing ADMM for Quantile Regression with Non-Convex Sparse Penalties.
IEEE Signal Processing Letters
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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;
Kumar Dasanadoddi Venkategowda, Naveen;
Werner, Anders Stefan.
(2023)
Distributed quantile regression with non-convex sparse penalties.
IEEE Statistical Signal Processing Workshop (SSP)
Vitenskapelig artikkel
-
Mirzaeifard, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Chakravarthi Gogineni, Vinay;
Werner, Stefan.
(2023)
Smoothing ADMM for Sparse-Penalized Quantile Regression With Non-Convex Penalties.
IEEE Open Journal of Signal Processing
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
-
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
-
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;
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 Strategies for Kernel Regression.
IEEE Internet of Things Journal
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
-
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
-
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
-
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
-
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
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
-
Gogineni, Vinay Chakravarthi;
Werner, Stefan.
(2021)
Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective.
IEEE Statistical Signal Processing Workshop (SSP)
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, Sayedpouria;
Werner, Stefan;
Gupta, Vijay;
Huang, Yih-Fang.
(2021)
On Stability and Convergence of Distributed Filters.
IEEE Signal Processing Letters
Vitenskapelig artikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2021)
Energy optimization through cooperative storage management: A calculus of variations approach.
Renewable Energy
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;
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
-
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
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2020)
Cost-aware renewable energy management: Centralized vs. distributed generation.
Renewable Energy
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;
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
-
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
Vitenskapelig artikkel
-
Talebi, Sayedpouria;
Werner, Stefan;
Mandic, Danilo.
(2020)
Quaternion-valued distributed filtering and control.
IEEE Transactions on Automatic Control
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
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2019)
Distributed Kalman filtering in presence of unknown outer network actuations.
IEEE Control Systems Letters
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
-
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;
Mandic, Danilo.
(2018)
Distributed adaptive filtering of alpha-stable signals.
IEEE Signal Processing 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
-
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
Del av bok/rapport
-
Mirzaeifard, Reza;
Werner, Stefan.
(2025)
Federated smoothing ADMM for quantile regression with non-convex sparse penalties.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Lari, Ehsan;
Chakravarthi Gogineni, Vinay;
Arablouei, Reza;
Werner, Stefan.
(2024)
On the resilience of online federated learning to model poisoning attacks through partial sharing.
IEEE Signal Processing Society
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Lari, Ehsan;
Arablouei, Reza;
Werner, Stefan.
(2024)
Privacy-preserving distributed nonnegative matrix factorization.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Lari, Ehsan;
Arablouei, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2024)
Distributed maximum consensus over noisy links.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Mirzaeifard, Reza;
Venkategowda, Naveen K. D.;
Werner, Anders Stefan.
(2023)
Robust Networked Federated Learning for Localization.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Lari, Ehsan;
Gogineni, Vinay Chakravarthi;
Arablouei, Reza;
Werner, Anders Stefan.
(2023)
Continual local updates for federated learning with enhanced robustness to link noise.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Mirzaeifard, Reza;
Dasanadoddi Venkategowda, Naveen Kumar;
Jung, Alexander;
Werner, Anders Stefan.
(2023)
Moreau envelope ADMM for decentralized weakly convex optimization.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Müller, Katinka;
Gogineni, Vinay Chakravarthi;
Orlandic, Milica;
Werner, Anders Stefan.
(2023)
Autoencoder-based hyperspectral anomaly detection using kernel principal component pre-processing.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gauthier, Francois Jean Rene;
Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Clustered Graph Federated Personalized Learning.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Werner, Anders Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Decentralized Graph Federated Multitask Learning for Streaming Data.
IEEE conference proceedings
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.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Naumova, Valeriya;
Werner, Stefan;
Huang, Yih-Fang.
(2022)
Graph Kernel Recursive Least-Squares Algorithms.
IEEE Signal Processing Society
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gauthier, Francois;
Gogineni, Vinay Chakravarthi;
Werner, Stefan;
Huang, Yih-Fang;
Kuh, Anthony.
(2022)
Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Moradi, Ashkan;
Kumar Dasanadoddi Venkategowda, Naveen;
Werner, Stefan.
(2022)
Communication-efficient and privacy-aware distributed LMS algorithm.
IEEE (Institute of Electrical and Electronics Engineers)
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.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Mirzaeifard, Reza;
Gogineni, Vinay Chakravarthi;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2022)
Dynamic Graph Topology Learning with Non-Convex Penalties.
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 conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Rosa Meireles Elias, Vitor;
Werner, Stefan.
(2021)
Graph Diffusion Kernel LMS using Random Fourier Features.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Langberg, Geir Severin Rakh Elvatun;
Naumova, Valeriya;
Nygård, Jan Franz;
Mari, Nygård,;
Grasmair, Markus.
(2021)
Recurrent Time-Varying Multi-Graph Convolutional Neural Network for Personalized Cervical Cancer Risk Prediction.
IEEE conference proceedings
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.
IEEE conference proceedings
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.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Meireles Elias, Vitor Rosa;
Martins, Wallace;
Werner, Stefan.
(2021)
Graph diffusion kernel LMS using random Fourier features.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gauthier, Francois;
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2021)
Privacy-Preserving Distributed Learning with Nonsmooth Objective Functions.
IEEE conference proceedings
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.
IEEE Signal Processing Society
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Securing the Distributed Kalman Filter Against Curious Agents.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gogineni, Vinay Chakravarthi;
Langberg, Geir Severin Rakh Elvatun;
Naumova, Valeriya;
Nygård, Jan Franz;
Nygård, Mari;
Grasmair, Markus.
(2021)
Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective.
IEEE Signal Processing Society
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.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2021)
Optimization Strategy for Energy Allocation through Cooperative Storage Management.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2020)
Distributed Learning with Non-Smooth Objective
Functions.
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.
IEEE (Institute of Electrical and Electronics Engineers)
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.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Li, Shengxi;
Mandic, Danilo.
(2019)
Tracking dynamic systems in alpha-stable environments.
IEEE (Institute of Electrical and Electronics Engineers)
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.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa;
Talebi, Sayed Pouria.
(2019)
Price-aware renewable energy management with transmission losses.
IEEE (Institute of Electrical and Electronics Engineers)
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.
IEEE conference proceedings
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.
IEEE Signal Processing Society
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2019)
Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman Filtering.
IEEE (Institute of Electrical and Electronics Engineers)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2018)
Privacy-preserving distributed precoder design for decentralized estimation.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gratton, Cristiano;
Dasanadoddi Venkategowda, Naveen Kumar;
Arablouei, Reza;
Werner, Stefan.
(2018)
Distributed Ridge Regression with Feature Partitioning.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Talebi, Sayed Pouria;
Werner, Stefan;
Koivunen, Visa.
(2018)
Kalman Filtering and Clustering in Sensor Networks
.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2018)
Cooperative renewable energy management with distributed generation.
IEEE Signal Processing Society
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Leithon, Johann;
Werner, Stefan;
Koivunen, Visa.
(2018)
Renewable energy optimization with centralized and distributed generation.
IEEE Signal Processing Society
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Talebi, Sayed Pouria;
Werner, Stefan.
(2018)
Distributed Kalman filtering: Consensus, diffusion, and
mixed.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Chen, Kewei;
Werner, Stefan;
Kuh, Anthony;
Huang, Yih-Fang.
(2018)
Nonlinear online learning - A kernel SMF approach.
IEEE Signal Processing Society
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.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Undervisning
Emner
Formidling
2024
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PosterLari, Ehsan; Arablouei, Reza; Gogineni, Vinay Chakravarthi; Werner, Stefan. (2024) On the resilience of online federated learning to model poisoning attacks through partial sharing. IEEE IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , Seoul, Korea 2024-04-14 - 2024-09-19
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Vitenskapelig foredragLari, Ehsan; Arablouei, Reza; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2024) Distributed maximum consensus over noisy links. EURASIP/IEEE European Signal Processing Conference , Lyon, France 2024-08-26 - 2024-08-30
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Vitenskapelig foredragLari, Ehsan; Arablouei, Reza; Werner, Stefan. (2024) Privacy-preserving distributed nonnegative matrix factorization. EURASIP/IEEE European Signal Processing Conference , Lyon, France 2024-08-26 - 2024-08-30
2023
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Vitenskapelig foredragLari, Ehsan; Gogineni, Vinay Chakravarthi; Arablouei, Reza; Werner, Stefan. (2023) Continual local updates for federated learning with enhanced robustness to link noise. APSIPA Asia Pacific Signal and Information Processing Association Annual Summit and Conference , Taipei, Taiwan 2023-10-31 - 2023-11-03
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Vitenskapelig foredragLari, Ehsan; Gogineni, Vinay Chakravarthi; Arablouei, Reza; Werner, Stefan. (2023) Resource-efficient federated learning robust to communication errors. IEEE IEEE Statistical Signal Processing Workshop , Hanoi, Vietnam 2023-07-02 - 2023-07-05
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PosterGauthier, Francois Jean Rene; Gogineni, Vinay Chakravarthi; Werner, Stefan. (2023) Networked Personalized Federated Learning Using Reinforcement Learning. IEEE IEEE International Conference on Communications , Rome, Italy 2023-05-28 - 2023-06-01
2022
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Vitenskapelig foredragGogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Communication-Efficient Online Federated Learning Framework for Nonlinear Regression. IEEE IEEE International Conference on Acoustics, Speech and Signal Processing , Singapore, Singapore 2022-05-23 - 2022-05-27
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Vitenskapelig foredragMirzaeifard, Reza; Gogineni, Vinay Chakravarthi; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2022) Dynamic Graph Topology Learning with Non-Convex Penalties. EURASIP/IEEE European Signal Processing Conference , Belgrade, Serbia 2022-08-29 - 2022-09-02
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PosterTalebi, 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. IEEE Sensor Array and Multichannel Signal Processing Workshop , Trondheim, Norway 2022-06-20 - 2022-06-23
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Vitenskapelig foredragGogineni, Vinay Chakravarthi; Moradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2022) Communication-efficient and privacy-aware distributed LMS algorithm. IEEE International Conference on Information Fusion , Linköping, Sweden 2022-07-04 - 2022-07-07
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PosterTalebi, Sayed Pouria; Darvishi, Hossein; Salvo Rossi, Pierluigi; Werner, Stefan. (2022) Gradient-Descent Adaptive Filtering Using Gradient Adaptive Step-Size. IEEE IEEE Sensor Array and Multichannel Signal Processing Workshop , Trondheim, Norway 2022-06-20 - 2022-06-23
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Vitenskapelig foredragGogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Decentralized Graph Federated Multitask Learning for Streaming Data. IEEE Annual Conference on Information Sciences and Systems , Princeton University, NJ, USA 2022-03-09 - 2022-03-11
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Vitenskapelig foredragGauthier, Francois Jean Rene; Chakravarthi Gogineni, Vinay; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Clustered Graph Federated Personalized Learning. IEEE Asilomar Conference on Signals, Systems, and Computers , Pacific Grove, CA, USA 2022-10-31 - 2022-11-02
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Vitenskapelig foredragGauthier, Francois Jean Rene; Gogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression. IEEE IEEE International Conference on Communications , Seoul, Korea 2022-05-16 - 2022-05-20
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Vitenskapelig foredragMirzaeifard, Reza; Dasanadoddi Venkategowda, Naveen Kumar; Gogineni, Vinay Chakravarthi; Werner, Stefan. (2022) ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties. EURASIP/IEEE European Signal Processing Conference , Belgrade, Serbia 2022-08-29 - 2022-09-30
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Faglig foredragMoradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Talebi, Sayedpouria; Werner, Stefan. (2022) Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries. IEEE 55th Asilomar Conference on Signals, Systems, and Computers (Asilomar 2021) , Virtual conference 2021-10-31 - 2021-11-03
2019
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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
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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