Stefan Werner

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 12

Top Topics

Survival Analysis

Reinforcement Learning

General Loss Functions

Top Venues

Publications

Stefan Werner, Sebastian Peitz
Numerical Evidence for Sample Efficiency of Model-Based Over Model-Free Reinforcement Learning Control of Partial Differential Equations. ECC (2024)
Stefan Werner, Sebastian Peitz
Learning a model is paramount for sample efficiency in reinforcement learning control of PDEs. CoRR (2023)
Stefan Schneider, Stefan Werner, Ramin Khalili, Artur Hecker, Holger Karl
mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks. NOMS (2022)
Stefan Werner, Stefan Schneider, Holger Karl
Use What You Know: Network and Service Coordination Beyond Certainty. NOMS (2022)
Christian Wiezorek, Christian Backe, Stefan Werner, Miguel Bande Firvida, Christoph Wulkow, Kai Strunz
Validating Algorithms for Flexible Load Control in a Smart Grid Laboratory Environment. ISGT-Europe (2021)
Franz-Josef Streit, Florian Fritz, Andreas Becher, Stefan Wildermann, Stefan Werner, Martin Schmidt-Korth, Michael Pschyklenk, Jürgen Teich
Secure Boot from Non-Volatile Memory for Programmable SoC Architectures. HOST (2020)
Alexander Tornede, Marcel Wever, Stefan Werner, Felix Mohr, Eyke Hüllermeier
Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis. CoRR (2020)
Alexander Tornede, Marcel Wever, Stefan Werner, Felix Mohr, Eyke Hüllermeier
Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis. ACML (2020)
Franz-Josef Streit, Florian Fritz, Andreas Becher, Stefan Wildermann, Stefan Werner, Martin Schmidt-Korth, Michael Pschyklenk, Jürgen Teich
Secure Boot from Non-Volatile Memory for Programmable SoC Architectures. CoRR (2020)
Lauri Tavi, Tanel Alumäe, Stefan Werner
Recognition of Creaky Voice from Emergency Calls. INTERSPEECH (2019)
Christian Berger, Stefan Werner, Corli Wigley-Coetsee, Izak P. J. Smit, Christiane Schmullius
Multi-Temporal Sentinel-1 Data for Wall-To-Wall Herbaceous Biomass Mapping in Kruger National Park, South Africa - First Results. IGARSS (2019)
Christian Koch, Stefan Werner, Amr Rizk, Ralf Steinmetz
MIRA: Proactive Music Video Caching Using ConvNet-Based Classification and Multivariate Popularity Prediction. MASCOTS (2018)
Stefan Werner
An Algorithm for audio skew compensation in low Latency Environments. ICMC (2005)
Whitney Bolton, Colin Martindale, Stefan Werner
Technical reviews. Comput. Humanit. 25 (6) (1991)