Publications

7 results for Herbert Woisetschläger

MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees
- - Herbert Woisetschläger
  - Ryan Zhang
  - et al.
- 2025
- NeurIPS 2025
Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining
- - Daouda Sow
  - Herbert Woisetschläger
  - et al.
- 2025
- ICLR 2025
MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees
- - Ryan Zhang
  - Herbert Woisetschläger
  - et al.
- 2024
- NeurIPS 2024
FLEdge: Benchmarking Federated Learning Applications in Edge Computing Systems
- - Herbert Woisetschläger
  - Alexander Erben
  - et al.
- 2024
- Middleware 2024
A Survey on Efficient Federated Learning Methods for Foundation Model Training
- - Herbert Woisetschläger
  - Alexander Erben
  - et al.
- 2024
- IJCAI 2024
Federated Learning Priorities Under the European Union Artificial Intelligence Act
- - Herbert Woisetschläger
  - Alexander Erben
  - et al.
- 2024
- ICML 2024
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly
- - Herbert Woisetschläger
  - Alexander Erben
  - et al.
- 2024
- SIGMOD 2024