Daniel Geißler, M.Sc.

Kontakt

Adresse (Kaiserslautern) Trippstadter Straße 12267663 Kaiserslautern

Publikationen

Latent Boost: Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces
Daniel Geißler; Bo Zhou; Mengxi Liu; Paul Lukowicz
In: Kohei Arai; Pascal Lorenz (Hrsg.). Intelligent Systems and Applications. Intelligent Systems Conference (IntelliSys), Amsterdam, Pages 91-114, ISBN 978-3-032-32726-0, Springer Nature Switzerland, 2027.
Promoting Sustainable Web Agents: Benchmarking and Estimating Energy Consumption through Empirical and Theoretical Analysis
Lars Krupp; Daniel Geißler; Vishal Banwari; Paul Lukowicz; Jakob Karolus
In: Proceedings of the AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2026), Singapur, Singapore, Pages 38772-38780, Vol. 40, No. 45, AAAI, 2026.
Strategies and Challenges of Efficient White-Box Training for Human Activity Recognition
Daniel Geißler; Bo Zhou; Paul Lukowicz
In: IEEE PerCom 2025 Proceedings (Hrsg.). IEEE PerCom. International Conference on Supercomputing (ICS), IEEE, 2025.

SustainML_EI
Application Aware, Life-Cycle Oriented Model-Hardware Co-Design Framework for Sustainable, Energy Efficient ML Systems
This project is based on the insight that in order to significantly reduce the CO2 footprint of ML applications power-aware applications must be as easy to develop as standard ML systems are today.…