Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining
- Daouda Sow
- Herbert Woisetschläger
- et al.
- 2025
- ICLR 2025
Publications
6 results for Herbert Woisetschläger
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