Herbert Woisetschläger

14 papers A* 3A 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
SIGN: Schema Induced Games for Naming (Student Abstract).
AAAI
Ryan Zhang, Herbert Woisetschläger
2025 A* conf
Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining.
ICLR
Daouda Sow, Herbert Woisetschläger, Saikiran Bulusu, Shiqiang Wang, Hans-Arno Jacobsen, Yingbin Liang
2025 J jnl
Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining.
CoRR
Daouda Sow, Herbert Woisetschläger, Saikiran Bulusu, Shiqiang Wang, Hans-Arno Jacobsen, Yingbin Liang
2025 J jnl
Dynamically Learned Test-Time Model Routing in Language Model Zoos with Service Level Guarantees.
CoRR
Herbert Woisetschläger, Ryan Zhang, Shiqiang Wang, Hans-Arno Jacobsen
2025 J jnl
MAR-FL: A Communication Efficient Peer-to-Peer Federated Learning System.
CoRR
Felix Mulitze, Herbert Woisetschläger, Hans-Arno Jacobsen
2024 A* conf
A Survey on Efficient Federated Learning Methods for Foundation Model Training.
IJCAI
Herbert Woisetschläger, Alexander Erben, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen
2024 J jnl
A Survey on Efficient Federated Learning Methods for Foundation Model Training.
CoRR
Herbert Woisetschläger, Alexander Isenko, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen
2024 A conf
FLEdge: Benchmarking Federated Learning Applications in Edge Computing Systems.
Middleware
Herbert Woisetschläger, Alexander Erben, Ruben Mayer, Shiqiang Wang, Hans-Arno Jacobsen
2024 — conf
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly.
DEEM@SIGMOD
Herbert Woisetschläger, Alexander Erben, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen
2024 J jnl
Federated Learning Priorities Under the European Union Artificial Intelligence Act.
CoRR
Herbert Woisetschläger, Alexander Erben, Bill Marino, Shiqiang Wang, Nicholas D. Lane, Ruben Mayer, Hans-Arno Jacobsen
2024 J jnl
Federated Learning and AI Regulation in the European Union: Who is Responsible? - An Interdisciplinary Analysis.
CoRR
Herbert Woisetschläger, Simon Mertel, Christoph Krönke, Ruben Mayer, Hans-Arno Jacobsen
2024 J jnl
MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees.
CoRR
Ryan Zhang, Herbert Woisetschläger, Shiqiang Wang, Hans-Arno Jacobsen
2023 J jnl
FLEdge: Benchmarking Federated Machine Learning Applications in Edge Computing Systems.
CoRR
Herbert Woisetschläger, Alexander Isenko, Ruben Mayer, Hans-Arno Jacobsen
2023 J jnl
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly.
CoRR
Herbert Woisetschläger, Alexander Isenko, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen