Benedikt Dietrich
- room: B2-317.1
- phone: +49 721-608-48780
- fax: +49 721 608-43962
- benedikt dietrich ∂does-not-exist.kit edu
- Haid-und-Neu-Str. 7
Bldg. 07.21
76131 Karlsruhe
Publications
| Conferences | |
|---|---|
| Benedikt Dietrich, Heba Khdr, Jörg Henkel Centralized Training and Decentralized Control through the Actor-Critic Paradigm for Highly Optimized Multicores in 62nd Design Automation Conference (DAC), San Francisco (ACCEPTED), Jun 22 - 25 2025. | |
| Benedikt Dietrich, Rasmus Müller-Both, Heba Khdr, Jörg Henkel Federated Reinforcement Learning for Optimizing the Power Efficiency of Edge Devices Design, Automation and Test in Europe Conference (DATE), Lyon, France, DOI, PDF, Mar 31 - Apr 2 2025. |
Student Theses
| Name | Type of work | Title | Mentor |
|---|---|---|---|
| Nam, Chris | Bachelor thesis | Federated Learning / Resource Management | Dietrich, Benedikt / Ahmed, Mohamed Aboelenien |
| Name | Type of work | Title | Mentor | Completion date |
|---|---|---|---|---|
| Adrian, Michael Richard | Bachelor thesis | RL for DVFS on heterogenous devices using FL | Dietrich, Benedikt | 2025-06-16 |
| Csurko, Anna | Bachelor thesis | Using Machine Learning for User-Specific Resource Control | Dietrich, Benedikt / Khdr, Heba | 2025-05-15 |
| Uyanik, Ulas | Master thesis | Scheduling of DNNs on Heterogeneous Processors | Dietrich, Benedikt / Khdr, Heba | 2025-05-02 |