| A Survey on Efficient Federated Learning Methods for Foundation Model Training H Woisetschläger, A Erben, S Wang, R Mayer, HA Jacobsen arXiv preprint arXiv:2401.04472, 2024 | 53 | 2024 |
| Where Is My Training Bottleneck? Hidden Trade-offs in Deep Learning Preprocessing Pipelines A Erben, R Mayer, J Jedele, HA Jacobsen Proceedings of the 2022 International Conference on Management of Data, 1825 …, 2022 | 46 | 2022 |
| 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 | 43 | 2024 |
| 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 | 27 | 2024 |
| Predicting the In-Game Status in Soccer with Machine Learning Using Spatiotemporal Player Tracking Data S Lang, R Wild, A Erben, D Link Scientific Reports 12 (1), 16291, 2022 | 16 | 2022 |
| How Can We Train Deep Learning Models Across Clouds and Continents? An Experimental Study A Erben, R Mayer, HA Jacobsen Proceedings of the VLDB Endowment 17 (6), 1214-1226, 2024 | 13 | 2024 |
| Fledge: Benchmarking federated learning applications in edge computing systems H Woisetschläger, A Erben, R Mayer, S Wang, HA Jacobsen Proceedings of the 25th International Middleware Conference, 88-102, 2024 | 12 | 2024 |
| Federated learning priorities under the european union artificial intelligence act, 2024 H Woisetschläger, A Erben, B Marino, S Wang, ND Lane, R Mayer, ... URL https://arxiv. org/abs/2402.05968, 0 | 6 | |
| Omnilingual ASR: Open-Source Multilingual Speech Recognition for 1600+ Languages ASR Omnilingual, G Keren, A Kozhevnikov, Y Meng, C Ropers, M Setzler, ... arXiv preprint arXiv:2511.09690, 2025 | | 2025 |
| Omnilingual ASR: Open-Source Multilingual Speech Recognition for 1600+ Languages G Keren, A Kozhevnikov, Y Meng, C Ropers, M Setzler, S Wang, ... arXiv e-prints, arXiv: 2511.09690, 2025 | | 2025 |
| Workshop on Collaborative and Federated Agentic Workflows (CFAgentic@ ICML’25) A Erben, G Joshi, N Lane, H Sun, S Wang, H Woisetschläger International Conference on Machine Learning, 2025 | | 2025 |
| Federated Learning is Needed to Overcome Key Challenges Arising from the European Union AI Act H Woisetschläger, A Erben, B Marino, S Wang, ND Lane, R Mayer, ... | | 2025 |
| Hardware Failures Won’t Limit AI Scaling A Erben, E Erdil Published online at epoch.ai (https://epoch.ai/blog/hardware-failures-wont …, 2024 | | 2024 |
| Performance Optimization in Deep Learning Systems A Erben Technische Universität München, 2024 | | 2024 |
| 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 |
Ruben MayerUniversity of BayreuthVerified email at uni-bayreuth.de
