Woisetschläger, Herbert

4 publications

ICLR 2025 Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining Daouda Sow, Herbert Woisetschläger, Saikiran Bulusu, Shiqiang Wang, Hans Arno Jacobsen, Yingbin Liang

NeurIPS 2025 MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees Herbert Woisetschläger, Ryan Zhang, Shiqiang Wang, Hans Arno Jacobsen

IJCAI 2024 A Survey on Efficient Federated Learning Methods for Foundation Model Training Herbert Woisetschläger, Alexander Erben, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen

NeurIPSW 2024 MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees Ryan Zhang, Herbert Woisetschläger, Shiqiang Wang, Hans Arno Jacobsen