3 Publications
2026 | Conference Paper | LibreCat-ID: 67308
A. C. Amakor, M. B. Berkemeier, M. C. Wohlleben, W. Sextro, and S. Peitz, “Surrogate-Assisted Multi-objective Design of Complex Multibody Systems,” in Artificial Neural Networks and Machine Learning – ICANN 2025, 2026, pp. 251–262, doi: 10.1007/978-3-032-04555-3_21.
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 67303 | 
A. C. Amakor, K. Sonntag, and S. Peitz, “Interactive Pareto navigation for deep multi-task learning,” in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2026, pp. 652–668, doi: 10.1007/978-3-032-37667-1_37.
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| DOI
| Download (ext.)
2025 | Journal Article | LibreCat-ID: 51159
A. C. Amakor, K. Sonntag, and S. Peitz, “A multiobjective continuation method to compute the regularization path of deep neural networks,” Machine Learning with Applications, vol. 19, Art. no. 100625, 2025, doi: 10.1016/j.mlwa.2025.100625.
LibreCat
| Files available
| DOI
3 Publications
2026 | Conference Paper | LibreCat-ID: 67308
A. C. Amakor, M. B. Berkemeier, M. C. Wohlleben, W. Sextro, and S. Peitz, “Surrogate-Assisted Multi-objective Design of Complex Multibody Systems,” in Artificial Neural Networks and Machine Learning – ICANN 2025, 2026, pp. 251–262, doi: 10.1007/978-3-032-04555-3_21.
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 67303 |
A. C. Amakor, K. Sonntag, and S. Peitz, “Interactive Pareto navigation for deep multi-task learning,” in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2026, pp. 652–668, doi: 10.1007/978-3-032-37667-1_37.
LibreCat
| DOI
| Download (ext.)
2025 | Journal Article | LibreCat-ID: 51159
A. C. Amakor, K. Sonntag, and S. Peitz, “A multiobjective continuation method to compute the regularization path of deep neural networks,” Machine Learning with Applications, vol. 19, Art. no. 100625, 2025, doi: 10.1016/j.mlwa.2025.100625.
LibreCat
| Files available
| DOI