Stefan Werner

Adjunct Professor
Adjunct Professor
T412 Department of Information and Communications Engineering
Full researcher profile
https://research.aalto.fi/...
Sähköposti
[email protected]
Puhelinnumero
+358401424948

Osaamisalueet

Statistical signal processing, Adaptation and learning, Distributed processing, Wireless Communications, Smart grids

Tutkimusryhmät

  • Risto Wichman Group, Adjunct Professor

Julkaisut

Lightweight Autonomous Autoencoders for Timely Hyperspectral Anomaly Detection

Vinay Chakravarthi Gogineni, Katinka Müller, Milica Orlandić, Stefan Werner 2024 IEEE Geoscience and Remote Sensing Letters

Smoothing ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties

Reza Mirzaeifard, Naveen K.D. Venkategowda, Vinay Chakravarthi Gogineni, Stefan Werner 2024 IEEE Open journal of Signal Processing

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

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