3 Publications
2026 | Conference Paper | LibreCat-ID: 67308
Amakor AC, Berkemeier MB, Wohlleben MC, Sextro W, Peitz S. Surrogate-Assisted Multi-objective Design of Complex Multibody Systems. In: Senn W, Sanguineti M, Saudargiene A, et al., eds. Artificial Neural Networks and Machine Learning – ICANN 2025. Springer Nature Switzerland; 2026:251–262. doi:10.1007/978-3-032-04555-3_21
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 67303 | 
Amakor AC, Sonntag K, Peitz S. 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). ; 2026:652-668. doi:10.1007/978-3-032-37667-1_37
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| Download (ext.)
2025 | Journal Article | LibreCat-ID: 51159
Amakor AC, Sonntag K, Peitz S. A multiobjective continuation method to compute the regularization path of deep neural networks. Machine Learning with Applications. 2025;19. doi:10.1016/j.mlwa.2025.100625
LibreCat
| Files available
| DOI
3 Publications
2026 | Conference Paper | LibreCat-ID: 67308
Amakor AC, Berkemeier MB, Wohlleben MC, Sextro W, Peitz S. Surrogate-Assisted Multi-objective Design of Complex Multibody Systems. In: Senn W, Sanguineti M, Saudargiene A, et al., eds. Artificial Neural Networks and Machine Learning – ICANN 2025. Springer Nature Switzerland; 2026:251–262. doi:10.1007/978-3-032-04555-3_21
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 67303 |
Amakor AC, Sonntag K, Peitz S. 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). ; 2026:652-668. doi:10.1007/978-3-032-37667-1_37
LibreCat
| DOI
| Download (ext.)
2025 | Journal Article | LibreCat-ID: 51159
Amakor AC, Sonntag K, Peitz S. A multiobjective continuation method to compute the regularization path of deep neural networks. Machine Learning with Applications. 2025;19. doi:10.1016/j.mlwa.2025.100625
LibreCat
| Files available
| DOI