Stefan Werner
Adjunct Professor
Adjunct Professor
T412 Department of Information and Communications Engineering
Full researcher profile
https://research.aalto.fi/...
Areas of expertise
Statistical signal processing, Adaptation and learning, Distributed processing, Wireless Communications, Smart grids
Research groups
- Risto Wichman Group, Adjunct Professor
Publications
Lightweight Autonomous Autoencoders for Timely Hyperspectral Anomaly Detection
Vinay Chakravarthi Gogineni, Katinka Müller, Milica Orlandić, Stefan Werner
2024
IEEE Geoscience and Remote Sensing Letters
Asynchronous Online Federated Learning With Reduced Communication Requirements
Francois Gauthier, Vinay Chakravarthi Gogineni, Stefan Werner, Yih Fang Huang, Anthony Kuh
2023
IEEE Internet of Things Journal
Personalized Graph Federated Learning With Differential Privacy
Francois Gauthier, Vinay Chakravarthi Gogineni, Stefan Werner, Yih Fang Huang, Anthony Kuh
2023
IEEE Transactions on Signal and Information Processing over Networks
Communication-Efficient and Privacy-Aware Distributed Learning
Vinay Chakravarthi Gogineni, Ashkan Moradi, Naveen K.D. Venkategowda, Stefan Werner
2023
IEEE Transactions on Signal and Information Processing over Networks
Smoothing ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties
Reza Mirzaeifard, Naveen K.D. Venkategowda, Vinay Chakravarthi Gogineni, Stefan Werner
2023
IEEE Open journal of Signal Processing
Total Variation-Based Distributed Kalman Filtering for Resiliency Against Byzantines
Ashkan Moradi, Naveen K.D. Venkategowda, Stefan Werner
2023
IEEE Sensors Journal
Energy Optimization through Cooperative Storage Management: A Calculus of Variations Approach
Johann Leithon, Stefan Werner, Visa Koivunen
2021
Renewable Energy
Optimization Strategy for Energy Allocation through Cooperative Storage Management
Johann Leithon, Stefan Werner, Visa Koivunen
2021
2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2021
Extended Adjacency and Scale-dependent Graph Fourier Transform via Diffusion Distances
Vitor Rosa Meireles Elias, Wallace Alves Martins, Stefan Werner
2020
IEEE Transactions on Signal and Information Processing over Networks
Fractional-Order Correntropy Filters for Tracking Dynamic Systems in α-Stable Environments
Vinay Gogineni, Pouria Talebi, Stefan Werner, Danilo Mandic
2020
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS