Stefan Werner

Adjunct Professor
Adjunct Professor
T412 Department of Information and Communications Engineering
Full researcher profile
https://research.aalto.fi/...
Phone number
+358401424948

Areas of expertise

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

Asynchronous Online Federated Learning With Reduced Communication Requirements

Francois Gauthier, Vinay Chakravarthi Gogineni, Stefan Werner, Yih Fang Huang, Anthony Kuh 2023

Personalized Graph Federated Learning With Differential Privacy

Francois Gauthier, Vinay Chakravarthi Gogineni, Stefan Werner, Yih Fang Huang, Anthony Kuh 2023

Communication-Efficient and Privacy-Aware Distributed Learning

Vinay Chakravarthi Gogineni, Ashkan Moradi, Naveen K.D. Venkategowda, Stefan Werner 2023

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

Reza Mirzaeifard, Naveen K.D. Venkategowda, Vinay Chakravarthi Gogineni, Stefan Werner 2023

Total Variation-Based Distributed Kalman Filtering for Resiliency Against Byzantines

Ashkan Moradi, Naveen K.D. Venkategowda, Stefan Werner 2023

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

Fractional-Order Correntropy Filters for Tracking Dynamic Systems in α-Stable Environments

Vinay Gogineni, Pouria Talebi, Stefan Werner, Danilo Mandic 2020