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  1. Ansatte

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English

Stefan Werner

Last ned pressefoto
Last ned pressefoto
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Stefan Werner

Professor
Institutt for elektroniske systemer
Fakultet for informasjonsteknologi og elektroteknikk

stefan.werner@ntnu.no
Elektro B, B329, Gløshaugen, O. S. Bragstads plass 2
Google Scholar IoT@NTNU Norwegian Open AI Lab
Om Publikasjoner Undervisning Formidling

Om

CV

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.

Se engelsk side for mer informasjon.

Kompetanseord

  • Digital signalbehandling
  • Maskinlæring
  • Sensornettverk
  • Statistisk signalbehandling
  • Tingenes internett
  • Trådløs kommunikasjon

Publikasjoner

  • Kronologisk
  • Etter kategori
  • Se alle publikasjoner i Cristin

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
  • 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
  • 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

  • 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
  • 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
  • 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

  • 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
  • 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
  • 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

  • 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
  • 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; 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
  • 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

2021

  • 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. 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
  • 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

  • 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

  • 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

  • TT8108 - Doktorgradsseminar i signalbehandling
  • TTT4120 - Digital signalbehandling
  • TFE4590 - Electronic Systems Design, fordypningsprosjekt
  • TT8111 - Signal- og estimeringsteori

Formidling

2024

  • Poster
    Lari, 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
  • Vitenskapelig foredrag
    Lari, 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
  • Vitenskapelig foredrag
    Lari, 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

  • Vitenskapelig foredrag
    Lari, 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
  • Vitenskapelig foredrag
    Lari, 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
  • Poster
    Gauthier, 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

  • Vitenskapelig foredrag
    Gogineni, 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
  • Vitenskapelig foredrag
    Mirzaeifard, 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
  • Poster
    Talebi, 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
  • Vitenskapelig foredrag
    Gogineni, 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
  • Poster
    Talebi, 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
  • Vitenskapelig foredrag
    Gogineni, 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
  • Vitenskapelig foredrag
    Gauthier, 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
  • Vitenskapelig foredrag
    Gauthier, 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
  • Vitenskapelig foredrag
    Mirzaeifard, 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
  • Faglig foredrag
    Moradi, 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

  • Faglig foredrag
    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) 2019-12-15 - 2019-12-18

2018

  • Poster
    Steinsland, 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

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