Björn Nieth
Björn Nieth, M. Sc.
Researcher & Doctoral Candidate
Carl-Thiersch-Straße 2b
91052 Erlangen
Department Artificial Intelligence in Biomedical Engineering (AIBE)
Lehrstuhl für Maschinelles Lernen und Datenanalytik
Carl-Thiersch-Straße 2b
91052 Erlangen
- Phone number: +49 9131 85-27921
- Email: bjoern.nieth@fau.de
- Website: https://www.mad.tf.fau.de/person/bjorn-nieth/
| 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
- , , , :
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