Konstantin Sonntag, MSc

Member -

Institut für Industriemathematik
Member - Research Associate
Chair of Applied Mathematics
Member - Research Associate
Data Science for Engineering
Member - Research Student
E-Mail:
konstantin.sonntag@uni-paderborn.de
Phone:
+49 5251 60-4487
Office Address:
Technologiepark 21
33100 Paderborn
Room:
TP21.1.23

Publications

Latest Publications

Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems

K. Sonntag, S. Peitz, Journal of Optimization Theory and Applications (2024).

DOI

A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces

K. Sonntag, B. Gebken, G. Müller, S. Peitz, S. Volkwein, ArXiv:2402.06376 (2024).

arXiv

Common pitfalls to avoid while using multiobjective optimization in machine learning

J. Akhter, P.D. Fährmann, K. Sonntag, S. Peitz, ArXiv (2024).


Fast Convergence of Inertial Multiobjective Gradient-Like Systems with Asymptotic Vanishing Damping

K. Sonntag, S. Peitz, SIAM Journal on Optimization 34 (2024) 2259–2286.

DOI

A multiobjective continuation method to compute the regularization path of deep neural networks

A.C. Amakor, K. Sonntag, S. Peitz, ArXiv (2023).


Show all publications

Teaching


Current Courses

  • Wahlpflichtveranstaltung Modellieren und Anwendungen: Dynamische Prozesse (Übung)