Katharina Bieker

According to our database, Katharina Bieker authored at least 6 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

On the structure of regularization paths for piecewise differentiable regularization terms.

Bennet Gebken, Katharina Bieker, Sebastian Peitz

J. Glob. Optim., March, 2023

On the universal transformation of data-driven models to control systems.

Sebastian Peitz, Katharina Bieker

Autom., March, 2023

Optimization Techniques for Data-Based Control and Machine Learning.

Katharina Bieker

PhD thesis, 2023

ParFam - Symbolic Regression Based on Continuous Global Optimization.

Philipp Scholl, Katharina Bieker, Hillary Hauger, Gitta Kutyniok

CoRR, 2023

2022

On the Treatment of Optimization Problems With L1 Penalty Terms via Multiobjective Continuation.

Katharina Bieker, Bennet Gebken, Sebastian Peitz

IEEE Trans. Pattern Anal. Mach. Intell., 2022

2019

Deep Model Predictive Control with Online Learning for Complex Physical Systems.

Katharina Bieker, Sebastian Peitz, Steven L. Brunton, J. Nathan Kutz, Michael Dellnitz

CoRR, 2019