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Herbert Woisetschlaeger
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2020 – today
- 2024
- [c3]Herbert Woisetschläger, Alexander Erben, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen:
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly. DEEM@SIGMOD 2024: 39-50 - [c2]Herbert Woisetschläger, Alexander Erben, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen:
A Survey on Efficient Federated Learning Methods for Foundation Model Training. IJCAI 2024: 8317-8325 - [i7]Herbert Woisetschläger, Alexander Isenko, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen:
A Survey on Efficient Federated Learning Methods for Foundation Model Training. CoRR abs/2401.04472 (2024) - [i6]Herbert Woisetschläger, Alexander Erben, Bill Marino, Shiqiang Wang, Nicholas D. Lane, Ruben Mayer, Hans-Arno Jacobsen:
Federated Learning Priorities Under the European Union Artificial Intelligence Act. CoRR abs/2402.05968 (2024) - [i5]Herbert Woisetschläger, Simon Mertel, Christoph Krönke, Ruben Mayer, Hans-Arno Jacobsen:
Federated Learning and AI Regulation in the European Union: Who is Responsible? - An Interdisciplinary Analysis. CoRR abs/2407.08105 (2024) - 2023
- [c1]Jiahui Geng, Zongxiong Chen, Yuandou Wang, Herbert Woisetschlaeger, Sonja Schimmler, Ruben Mayer, Zhiming Zhao, Chunming Rong:
A Survey on Dataset Distillation: Approaches, Applications and Future Directions. IJCAI 2023: 6610-6618 - [i4]Jiahui Geng, Zongxiong Chen, Yuandou Wang, Herbert Woisetschlaeger, Sonja Schimmler, Ruben Mayer, Zhiming Zhao, Chunming Rong:
A Survey on Dataset Distillation: Approaches, Applications and Future Directions. CoRR abs/2305.01975 (2023) - [i3]Zongxiong Chen, Jiahui Geng, Derui Zhu, Herbert Woisetschlaeger, Qing Li, Sonja Schimmler, Ruben Mayer, Chunming Rong:
A Comprehensive Study on Dataset Distillation: Performance, Privacy, Robustness and Fairness. CoRR abs/2305.03355 (2023) - [i2]Herbert Woisetschläger, Alexander Isenko, Ruben Mayer, Hans-Arno Jacobsen:
FLEdge: Benchmarking Federated Machine Learning Applications in Edge Computing Systems. CoRR abs/2306.05172 (2023) - [i1]Herbert Woisetschläger, Alexander Isenko, Shiqiang Wang, Ruben Mayer, Hans-Arno Jacobsen:
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly. CoRR abs/2310.03150 (2023)
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