
Thomas Robert Altstidl
Chair of Machine Learning and Data Analytics
Research associates
Contact
| Since 04/2021 | Ph.D. Student Machine Learning and Data Analytics Lab at Friedrich-Alexander-University Erlangen-Nürnberg |
| 04/2020 – 06/2020 | Student Research Assistant Friedrich-Alexander-University Erlangen-Nürnberg, Machine Learning and Data Analytics Lab |
| 10/2018 – 03/2021 | M.Sc. in Computer Science Friedrich-Alexander-University Erlangen-Nürnberg Master Thesis: “Scale-invariant Convolution Kernels” |
| 04/2019 – 03/2020 & 11/2020 – 01/2021 | Student Research Assistant Fraunhofer Society, Precise Positioning and Analytics Department |
| 04/2017 – 08/2017 & 10/2017 – 02/2018 | Student Teaching Assistant Friedrich-Alexander-University Erlangen-Nürnberg, Distributed Systems and Operating Systems Group |
| 10/2015 – 04/2019 | B.Sc. in Computer Science Friedrich-Alexander-University Erlangen-Nürnberg Bachelor Thesis: “Application of Deep Learning Methods to Process Natural Phenomena” |
2025
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A Cross-Platform Smartphone Auscultation SDK and Optimized Filters for Severe Aortic Stenosis Detection
58th Hawaii International Conference on System Sciences, HICSS 2025 (Honolulu, HI, 7. January 2025 – 10. January 2025)
In: Tung X. Bui (ed.): Proceedings of the Annual Hawaii International Conference on System Sciences 2025
BibTeX: Download - , , , , , :
ExSMART-PreRA: Explainable Survival and Risk Assessment Using Machine Learning for Time Estimation in Preclinical Rheumatoid Arthritis
In: IEEE Journal of Biomedical and Health Informatics (2025)
ISSN: 2168-2194
DOI: 10.1109/JBHI.2025.3554364
BibTeX: Download
2024
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On the Scalability of Certified Adversarial Robustness with Generated Data
Neural Information Processing Systems (NeurIPS) (Vancouver, BC, Canada, 9. December 2024 – 15. December 2024)
In: Advances in Neural Information Processing Systems 37 2024
Open Access: https://proceedings.neurips.cc/paper_files/paper/2024/file/b96ce7d38339874a8704e8895f743284-Paper-Conference.pdf
URL: https://proceedings.neurips.cc/paper_files/paper/2024/file/b96ce7d38339874a8704e8895f743284-Paper-Conference.pdf
BibTeX: Download - , , , , :
Non-Line-of-Sight Detection for Radio Localization using Deep State Space Models
14th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Hong Kong, 14. October 2024 – 17. October 2024)
In: The fourteenth International Conference on Indoor Positioning and Indoor Navigation 2024 (IPIN 2024) 2024
BibTeX: Download - , , , , :
How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series
International Joint Conference on Neural Networks (IJCNN) (Yokohama, 30. June 2024 – 5. July 2024)
DOI: 10.1109/IJCNN60899.2024.10650421
URL: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10650421
BibTeX: Download - , , , :
The Impact of Random Models on Standardized Clustering Similarity
In: IEEE Access (2024)
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2024.3507133
URL: https://ieeexplore.ieee.org/document/10769363
BibTeX: Download - , , , :
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
2023
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Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks
2023 International Joint Conference on Neural Networks (IJCNN) (Gold Coast, Australia, 18. June 2023 – 23. June 2023)
In: Proc. Intl. Joint Conf. Neural Netw. (IJCNN) 2023
DOI: 10.1109/IJCNN54540.2023.10191724
BibTeX: Download - , , , , , , , , :
Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning
45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, 24. July 2023 – 27. July 2023)
In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
DOI: 10.1109/EMBC40787.2023.10340336
BibTeX: Download - , , , :
p-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison
Thirty-seventh Annual Conference on Neural Information Processing Systems (New Orleans, 10. December 2023 – 16. December 2023)
In: A. Oh and T. Neumann and A. Globerson and K. Saenko and M. Hardt and S. Levine (ed.): Advances in Neural Information Processing Systems 36 2023
Open Access: https://proceedings.neurips.cc/paper_files/paper/2023/file/563d94819f68cb73d6a382809e587b54-Paper-Conference.pdf
URL: https://proceedings.neurips.cc/paper_files/paper/2023/file/563d94819f68cb73d6a382809e587b54-Paper-Conference.pdf
BibTeX: Download
2022
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In Vivo Skin-Type Classification Using Millimeter-Wave Near-Field Probe Spectroscopy
2022 52nd European Microwave Conference (Milan, 27. September 2022 – 29. September 2022)
In: Institute of Electrical and Electronics Engineers (IEEE) (ed.): 2022 52nd European Microwave Conference, Milan: 2022
DOI: 10.23919/EuMC54642.2022.9924376
BibTeX: Download
2021
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Accuracy-Aware Compression of Channel Impulse Responses using Deep Learning
International Conference on Indoor Positioning and Indoor Navigation (IPIN2021) (Lloret de Mar, 29. November 2021 – 2. December 2021)
In: Proceedings of the International Conference on Indoor Positioning and Indoor Navigation (IPIN 2021) 2021
DOI: 10.1109/IPIN51156.2021.9662545
BibTeX: Download
