Konstantin Sonntag

Lehrstuhl für Angewandte Mathematik
Institut für Industriemathematik
Data Science for Engineering
konstantin.sonntag@uni-paderborn.de
ID
56399

8 Publications

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[8]
2025 | Journal Article | LibreCat-ID: 57472 | OA
Bot, Radu Ioan, and Konstantin Sonntag. “Inertial Dynamics with Vanishing Tikhonov Regularization for Multobjective Optimization.” Journal of Mathematical Analysis and Applications, 2025.
LibreCat | Files available | Download (ext.) | arXiv
 
[7]
2025 | Dissertation | LibreCat-ID: 62750 | OA
Sonntag, Konstantin. First-Order Methods and Gradient Dynamical Systems for Multiobjective Optimization. Paderborn University, 2025, doi:10.17619/UNIPB/1-2457.
LibreCat | DOI | Download (ext.)
 
[6]
2024 | Journal Article | LibreCat-ID: 46019 | OA
Sonntag, Konstantin, and Sebastian Peitz. “Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems.” Journal of Optimization Theory and Applications, Springer, 2024, doi:10.1007/s10957-024-02389-3.
LibreCat | DOI | Download (ext.)
 
[5]
2024 | Preprint | LibreCat-ID: 51334 | OA
Sonntag, Konstantin, et al. “A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces.” ArXiv:2402.06376, 2024.
LibreCat | Download (ext.) | arXiv
 
[4]
2024 | Preprint | LibreCat-ID: 53858 | OA
Akhter, Junaid, et al. “Common Pitfalls to Avoid While Using Multiobjective Optimization in Machine Learning.” ArXiv, 2024.
LibreCat | Download (ext.)
 
[3]
2024 | Journal Article | LibreCat-ID: 32447
Sonntag, Konstantin, and Sebastian Peitz. “Fast Convergence of Inertial Multiobjective Gradient-Like Systems with Asymptotic Vanishing Damping.” SIAM Journal on Optimization, vol. 34, no. 3, Society for Industrial and Applied Mathematics, 2024, pp. 2259–86, doi:10.1137/23M1588512.
LibreCat | DOI
 
[2]
2023 | Preprint | LibreCat-ID: 51159 | OA
Amakor, Augustina Chidinma, et al. “A Multiobjective Continuation Method to Compute the Regularization Path of Deep Neural Networks.” ArXiv, 2023.
LibreCat | Download (ext.)
 
[1]
2023 | Preprint | LibreCat-ID: 46578 | OA
Bernreuther, Marco, et al. “Multiobjective Optimization of Non-Smooth PDE-Constrained Problems.” ArXiv:2308.01113, 2023.
LibreCat | Download (ext.) | arXiv
 
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8 Publications

Mark all

[8]
2025 | Journal Article | LibreCat-ID: 57472 | OA
Bot, Radu Ioan, and Konstantin Sonntag. “Inertial Dynamics with Vanishing Tikhonov Regularization for Multobjective Optimization.” Journal of Mathematical Analysis and Applications, 2025.
LibreCat | Files available | Download (ext.) | arXiv
 
[7]
2025 | Dissertation | LibreCat-ID: 62750 | OA
Sonntag, Konstantin. First-Order Methods and Gradient Dynamical Systems for Multiobjective Optimization. Paderborn University, 2025, doi:10.17619/UNIPB/1-2457.
LibreCat | DOI | Download (ext.)
 
[6]
2024 | Journal Article | LibreCat-ID: 46019 | OA
Sonntag, Konstantin, and Sebastian Peitz. “Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems.” Journal of Optimization Theory and Applications, Springer, 2024, doi:10.1007/s10957-024-02389-3.
LibreCat | DOI | Download (ext.)
 
[5]
2024 | Preprint | LibreCat-ID: 51334 | OA
Sonntag, Konstantin, et al. “A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces.” ArXiv:2402.06376, 2024.
LibreCat | Download (ext.) | arXiv
 
[4]
2024 | Preprint | LibreCat-ID: 53858 | OA
Akhter, Junaid, et al. “Common Pitfalls to Avoid While Using Multiobjective Optimization in Machine Learning.” ArXiv, 2024.
LibreCat | Download (ext.)
 
[3]
2024 | Journal Article | LibreCat-ID: 32447
Sonntag, Konstantin, and Sebastian Peitz. “Fast Convergence of Inertial Multiobjective Gradient-Like Systems with Asymptotic Vanishing Damping.” SIAM Journal on Optimization, vol. 34, no. 3, Society for Industrial and Applied Mathematics, 2024, pp. 2259–86, doi:10.1137/23M1588512.
LibreCat | DOI
 
[2]
2023 | Preprint | LibreCat-ID: 51159 | OA
Amakor, Augustina Chidinma, et al. “A Multiobjective Continuation Method to Compute the Regularization Path of Deep Neural Networks.” ArXiv, 2023.
LibreCat | Download (ext.)
 
[1]
2023 | Preprint | LibreCat-ID: 46578 | OA
Bernreuther, Marco, et al. “Multiobjective Optimization of Non-Smooth PDE-Constrained Problems.” ArXiv:2308.01113, 2023.
LibreCat | Download (ext.) | arXiv
 
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Citation Style: MLA

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