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Alexander (Isenko) Erben
Alexander (Isenko) Erben
在 tum.de 的电子邮件经过验证
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Where is my training bottleneck? hidden trade-offs in deep learning preprocessing pipelines
A Isenko, R Mayer, J Jedele, HA Jacobsen
Proceedings of the 2022 International Conference on Management of Data, 1825 …, 2022
112022
Federated fine-tuning of llms on the very edge: The good, the bad, the ugly
H Woisetschläger, A Erben, S Wang, R Mayer, HA Jacobsen
Proceedings of the Eighth Workshop on Data Management for End-to-End Machine …, 2024
92024
A survey on efficient federated learning methods for foundation model training
H Woisetschläger, A Isenko, S Wang, R Mayer, HA Jacobsen
arXiv preprint arXiv:2401.04472, 2024
62024
Federated Learning Priorities Under the European Union Artificial Intelligence Act
H Woisetschläger, A Erben, B Marino, S Wang, ND Lane, R Mayer, ...
arXiv preprint arXiv:2402.05968, 2024
42024
Predicting the in-game status in soccer with machine learning using spatiotemporal player tracking data
S Lang, R Wild, A Isenko, D Link
Scientific Reports 12 (1), 16291, 2022
42022
Fledge: Benchmarking federated machine learning applications in edge computing systems
H Woisetschläger, A Isenko, R Mayer, HA Jacobsen
arXiv preprint arXiv:2306.05172, 2023
22023
How Can We Train Deep Learning Models Across Clouds and Continents? An Experimental Study
A Erben, R Mayer, HA Jacobsen
arXiv preprint arXiv:2306.03163, 2023
12023
On Serving Image Classification Models
A González-Vidal, A Isenko, KR Jayaram
Proceedings of the 9th International Workshop on Serverless Computing, 48-52, 2023
2023
Vorhersage des in-game Status im Fußball mit Maschinellem Lernen basierend auf zeitkontinuierlichen Spielerpositionsdaten
S Lang, R Wild, A Isenko, D Link
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