A multiobjective continuation method to compute the regularization path of deep neural networks. - Augustina C. Amakor; Konstantin Sonntag; Sebastian Peitz (CoRR, 2023)

Common pitfalls to avoid while using multiobjective optimization in machine learning. - Junaid Akhter; Paul David Fährmann; Konstantin Sonntag; Sebastian Peitz (CoRR, 2024)

Fast Convergence of Inertial Multiobjective Gradient-Like Systems with Asymptotic Vanishing Damping. - Konstantin Sonntag; Sebastian Peitz (SIAM J. Optim., 2024)

Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems. - Konstantin Sonntag; Sebastian Peitz (J. Optim. Theory Appl., 2024)

A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces. - Konstantin Sonntag; Bennet Gebken; Georg Müller; Sebastian Peitz; Stefan Volkwein (J. Optim. Theory Appl., 2024)