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Alexander Erben
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- affiliation: Technical University of Munich, Munich, Germany
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2020 – today
- 2024
- [j1]Alexander Erben, Ruben Mayer, Hans-Arno Jacobsen:
How Can We Train Deep Learning Models Across Clouds and Continents? An Experimental Study. Proc. VLDB Endow. 17(6): 1214-1226 (2024) - [c5]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 - [c4]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 - [c3]Herbert Woisetschläger, Alexander Erben, Ruben Mayer, Shiqiang Wang, Hans-Arno Jacobsen:
FLEdge: Benchmarking Federated Learning Applications in Edge Computing Systems. Middleware 2024: 88-102 - [i6]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) - [i5]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) - 2023
- [c2]Aurora González-Vidal, Alexander Isenko, K. R. Jayaram:
On Serving Image Classification Models. WOSC@Middleware 2023: 48-52 - [i4]Alexander Isenko, Ruben Mayer, Hans-Arno Jacobsen:
How Can We Train Deep Learning Models Across Clouds and Continents? An Experimental Study. CoRR abs/2306.03163 (2023) - [i3]Herbert Woisetschläger, Alexander Isenko, Ruben Mayer, Hans-Arno Jacobsen:
FLEdge: Benchmarking Federated Machine Learning Applications in Edge Computing Systems. CoRR abs/2306.05172 (2023) - [i2]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) - 2022
- [c1]Alexander Isenko, Ruben Mayer, Jeffrey Jedele, Hans-Arno Jacobsen:
Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines. SIGMOD Conference 2022: 1825-1839 - [i1]Alexander Isenko, Ruben Mayer, Jeffrey Jedele, Hans-Arno Jacobsen:
Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines. CoRR abs/2202.08679 (2022)
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last updated on 2024-12-02 21:28 CET by the dblp team
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