Daniel Geißler, M.Sc.

Contact

Address (Kaiserslautern) Trippstadter Straße 12267663 Kaiserslautern

Publications

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.
MULTI-PARTNER PROJECT: SUSTAINABLE TEXTILE ELECTRONICS (STELEC)
Bo Zhou; Mengxi Liu; Sizhen Bian; Daniel Geißler; Paul Lukowicz; Jose Miranda; Jonathan Dan; David Atienza; Mohamed Riahi; Nobert Wehn; Russel Torah; Sheng Yong; Jidong Liu; Stephen Beeby; Magdalena Kohler; Berit Greinke; Junchun Yu; Vincent Nierstrasz; Leila Sheldrick; Rebecca Stewart; Tommaso Nieri; Matteo Maccanti; Daniele Spinelli
In: Design, Automation & Test in Europe (DATE). Design, Automation & Test in Europe (DATE-2025), March 31 - April 2, Lyon, France, IEEE, 2025.
Spend More to Save More (SM2): An Energy and Hardware-Aware Implementation of Successive Halving for Sustainable Hyperparameter Optimization
Daniel Geißler; Mengxi Liu; Bo Zhou; Sungho Suh; Paul Lukowicz
In: Architecture of Computing Systems. International Conference on Architecture of Computing Systems (ARCS), Springer Nature Link, 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.…