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

Inertial dynamics with vanishing Tikhonov regularization for multobjective optimization

R.I. Bot, K. Sonntag, ArXiv:2411.18422 (2024).

PDF arXiv

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Teaching


Current Courses

  • Wahlpflichtveranstaltung Modellieren und Anwendungen: Dynamische Prozesse (Übung)