Björn Nieth
Chair of Machine Learning and Data Analytics
Research associates
Contact
| since 02/2025 | Researcher & Doctoral Candidate Machine Learning and Data Analytics Lab, Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) |
| 10/2021 - 09/2024 | M.Sc. in Artificial Intelligence Friedrich-Alexander-University Erlangen-Nürnberg Master Thesis: "Incorporating data pruning into robust learning with large-scale datasets" |
| 04/2024 - 09/2024 | Working Student Siemens AG, Erlangen |
| 04/2022 - 09/2022 | Student Assistant Position Chair of Business Informatics, Friedrich-Alexander-University Erlangen-Nürnberg |
| 10/2018 - 09/2021 | B.Sc. in Computer Science Baden-Wuerttemberg Cooperative State University (DHBW) Bachelor Thesis: "Fine-tuning of a pipeline to produce synthetic training data and evaluation of different object detection models" |
2024
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Large-Scale Dataset Pruning in Adversarial Training through Data Importance Extrapolation
International Conference on Machine Learning 2024 DMLR Workshop: Data-centric Machine Learning Research (Wien, 26. July 2024 - 27. July 2024)
DOI: 10.48550/arXiv.2406.13283
BibTeX: Download