3 Publications
2026 | Conference Paper | LibreCat-ID: 67308
@inproceedings{Amakor_Berkemeier_Wohlleben_Sextro_Peitz_2026, place={Cham}, title={Surrogate-Assisted Multi-objective Design of Complex Multibody Systems}, DOI={10.1007/978-3-032-04555-3_21}, booktitle={Artificial Neural Networks and Machine Learning – ICANN 2025}, publisher={Springer Nature Switzerland}, author={Amakor, Augustina Chidinma and Berkemeier, Manuel B. and Wohlleben, Meike Claudia and Sextro, Walter and Peitz, Sebastian}, editor={Senn, Walter and Sanguineti, Marcello and Saudargiene, Ausra and Tetko, Igor V. and Villa, Alessandro E. P. and Jirsa, Viktor and Bengio, Yoshua}, year={2026}, pages={251–262} }
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2026 | Conference Paper | LibreCat-ID: 67303 | 
@inproceedings{Amakor_Sonntag_Peitz_2026, title={Interactive Pareto navigation for deep multi-task learning}, DOI={10.1007/978-3-032-37667-1_37}, booktitle={European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)}, author={Amakor, Augustina Chidinma and Sonntag, Konstantin and Peitz, Sebastian}, year={2026}, pages={652–668} }
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2025 | Journal Article | LibreCat-ID: 51159
@article{Amakor_Sonntag_Peitz_2025, title={A multiobjective continuation method to compute the regularization path of deep neural networks}, volume={19}, DOI={10.1016/j.mlwa.2025.100625}, number={100625}, journal={Machine Learning with Applications}, publisher={Elsevier}, author={Amakor, Augustina Chidinma and Sonntag, Konstantin and Peitz, Sebastian}, year={2025} }
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3 Publications
2026 | Conference Paper | LibreCat-ID: 67308
@inproceedings{Amakor_Berkemeier_Wohlleben_Sextro_Peitz_2026, place={Cham}, title={Surrogate-Assisted Multi-objective Design of Complex Multibody Systems}, DOI={10.1007/978-3-032-04555-3_21}, booktitle={Artificial Neural Networks and Machine Learning – ICANN 2025}, publisher={Springer Nature Switzerland}, author={Amakor, Augustina Chidinma and Berkemeier, Manuel B. and Wohlleben, Meike Claudia and Sextro, Walter and Peitz, Sebastian}, editor={Senn, Walter and Sanguineti, Marcello and Saudargiene, Ausra and Tetko, Igor V. and Villa, Alessandro E. P. and Jirsa, Viktor and Bengio, Yoshua}, year={2026}, pages={251–262} }
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 67303 |
@inproceedings{Amakor_Sonntag_Peitz_2026, title={Interactive Pareto navigation for deep multi-task learning}, DOI={10.1007/978-3-032-37667-1_37}, booktitle={European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)}, author={Amakor, Augustina Chidinma and Sonntag, Konstantin and Peitz, Sebastian}, year={2026}, pages={652–668} }
LibreCat
| DOI
| Download (ext.)
2025 | Journal Article | LibreCat-ID: 51159
@article{Amakor_Sonntag_Peitz_2025, title={A multiobjective continuation method to compute the regularization path of deep neural networks}, volume={19}, DOI={10.1016/j.mlwa.2025.100625}, number={100625}, journal={Machine Learning with Applications}, publisher={Elsevier}, author={Amakor, Augustina Chidinma and Sonntag, Konstantin and Peitz, Sebastian}, year={2025} }
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