3 Publications
2026 | Conference Paper | LibreCat-ID: 67308
Amakor, Augustina Chidinma, Manuel B. Berkemeier, Meike Claudia Wohlleben, Walter Sextro, and Sebastian Peitz. “Surrogate-Assisted Multi-Objective Design of Complex Multibody Systems.” In Artificial Neural Networks and Machine Learning – ICANN 2025, edited by Walter Senn, Marcello Sanguineti, Ausra Saudargiene, Igor V. Tetko, Alessandro E. P. Villa, Viktor Jirsa, and Yoshua Bengio, 251–262. Cham: Springer Nature Switzerland, 2026. https://doi.org/10.1007/978-3-032-04555-3_21.
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2026 | Conference Paper | LibreCat-ID: 67303 | 
Amakor, Augustina Chidinma, Konstantin Sonntag, and Sebastian 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), 652–68, 2026. https://doi.org/10.1007/978-3-032-37667-1_37.
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2025 | Journal Article | LibreCat-ID: 51159
Amakor, Augustina Chidinma, Konstantin Sonntag, and Sebastian Peitz. “A Multiobjective Continuation Method to Compute the Regularization Path of Deep Neural Networks.” Machine Learning with Applications 19 (2025). https://doi.org/10.1016/j.mlwa.2025.100625.
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3 Publications
2026 | Conference Paper | LibreCat-ID: 67308
Amakor, Augustina Chidinma, Manuel B. Berkemeier, Meike Claudia Wohlleben, Walter Sextro, and Sebastian Peitz. “Surrogate-Assisted Multi-Objective Design of Complex Multibody Systems.” In Artificial Neural Networks and Machine Learning – ICANN 2025, edited by Walter Senn, Marcello Sanguineti, Ausra Saudargiene, Igor V. Tetko, Alessandro E. P. Villa, Viktor Jirsa, and Yoshua Bengio, 251–262. Cham: Springer Nature Switzerland, 2026. https://doi.org/10.1007/978-3-032-04555-3_21.
LibreCat
| DOI
2026 | Conference Paper | LibreCat-ID: 67303 |
Amakor, Augustina Chidinma, Konstantin Sonntag, and Sebastian 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), 652–68, 2026. https://doi.org/10.1007/978-3-032-37667-1_37.
LibreCat
| DOI
| Download (ext.)
2025 | Journal Article | LibreCat-ID: 51159
Amakor, Augustina Chidinma, Konstantin Sonntag, and Sebastian Peitz. “A Multiobjective Continuation Method to Compute the Regularization Path of Deep Neural Networks.” Machine Learning with Applications 19 (2025). https://doi.org/10.1016/j.mlwa.2025.100625.
LibreCat
| Files available
| DOI