Katharina Bieker

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Regularization Term

Model Predictive Control

Top Venues

J. Glob. Optim.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Sebastian Peitz, Katharina Bieker
On the universal transformation of data-driven models to control systems. Autom. 149 (2023)
Bennet Gebken, Katharina Bieker, Sebastian Peitz
On the structure of regularization paths for piecewise differentiable regularization terms. J. Glob. Optim. 85 (3) (2023)
Philipp Scholl, Katharina Bieker, Hillary Hauger, Gitta Kutyniok
ParFam - Symbolic Regression Based on Continuous Global Optimization. CoRR (2023)
Katharina Bieker, Bennet Gebken, Sebastian Peitz
On the Treatment of Optimization Problems With L1 Penalty Terms via Multiobjective Continuation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Sebastian Peitz, Katharina Bieker
On the Universal Transformation of Data-Driven Models to Control Systems. CoRR (2021)
Katharina Bieker, Bennet Gebken, Sebastian Peitz
On the Treatment of Optimization Problems with L1 Penalty Terms via Multiobjective Continuation. CoRR (2020)
Katharina Bieker, Sebastian Peitz, Steven L. Brunton, J. Nathan Kutz, Michael Dellnitz
Deep Model Predictive Control with Online Learning for Complex Physical Systems. CoRR (2019)