2023

• Gogineni, Vinay Chakravarthi; Sambangi, Ramesh; Alex, Daney; Mula, Subrahmanyam; Werner, Anders Stefan. (2023) Algorithm and Architecture Design of Random Fourier Features-Based Kernel Adaptive Filters. IEEE Transactions on Circuits and Systems I: Regular Papers
  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

2022

• Gogineni, Vinay Chakravarthi; Werner, Stefan; Gauthier, Francois; Huang, Yih-Fang; Kuh, Anthony. (2022) Personalized Online Federated Learning for IoT/CPS: Challenges and Future Directions. IEEE Internet of Things Magazine (IoTM)
  Vitenskapelig artikkel
• Håkansson, Victor Wattin; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan; Varshney, Pramod K.. (2022) Optimal Transmission-Constrained Scheduling of Spatio-Temporally Dependent Observations Using Age-of-Information. IEEE Sensors Journal
  Vitenskapelig artikkel
• 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
• Mirzaeifard, Reza; Gogineni, Vinay Chakravarthi; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2022) Dynamic Graph Topology Learning with Non-Convex Penalties.
  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
• 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
• 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
• 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
• 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
• 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; 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 Framework for Nonlinear Regression. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing
  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
• 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
• Moradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Talebi, Sayedpouria; Werner, Stefan. (2022) Privacy-Preserving Distributed Kalman Filtering. IEEE Transactions on Signal Processing
  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
• 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
• 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

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
• 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
• 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
• Leithon, Johann; Werner, Stefan; Koivunen, Visa. (2021) Energy optimization through cooperative storage management: A calculus of variations approach. Renewable Energy
  Vitenskapelig artikkel
• 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
• 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
• 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
• 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; 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
• 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
• 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
• 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
• 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
• Talebi, Sayedpouria; Werner, Stefan; Gupta, Vijay; Huang, Yih-Fang. (2021) On Stability and Convergence of Distributed Filters. IEEE Signal Processing Letters
  Vitenskapelig artikkel
• Gogineni, Vinay Chakravarthi; Meireles Elias, Vitor Rosa; Martins, Wallace; Werner, Stefan. (2021) Graph diffusion kernel LMS using random Fourier features. IEEE conference proceedings
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Elias, Vitor R. M.; Gogineni, Vinay Chakravarthi; Martins, Wallace; Werner, Stefan. (2021) Adaptive Graph Filters in Reproducing Kernel Hilbert Spaces: Design and Performance Analysis. IEEE Transactions on Signal and Information Processing over Networks
  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
• 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
• Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Arablouei, Reza; Werner, Stefan. (2020) Distributed Learning with Non-Smooth Objective Functions.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• 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
• 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
• 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
• 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
• Leithon, Johann; Werner, Stefan; Koivunen, Visa. (2020) Cost-aware renewable energy management: Centralized vs. distributed generation. Renewable Energy
  Vitenskapelig artikkel

2019

• Talebi, Sayed Pouria; Werner, Stefan. (2019) Distributed Kalman filtering in presence of unknown outer network actuations. IEEE Control Systems 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
• 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
• 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 and Control Through Embedded Average Consensus Information Fusion. IEEE Transactions on Automatic Control
  Vitenskapelig artikkel
• 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
• 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
• 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
• 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
• 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
• 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

2018

• 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
• Talebi, Sayed Pouria; Werner, Stefan. (2018) Distributed Kalman filtering: Consensus, diffusion, and mixed. IEEE conference proceedings
  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
• Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2018) Privacy-preserving distributed precoder design for decentralized estimation. 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
• 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
• 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

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