Julia Moosbauer

Multi-Objective Hyperparameter Optimization in Machine Learning—An Overview

Florian Karl, Tobias Pielok, Julia Moosbauer et al. · ACM Transactions on Evolutionary Learning and Optimization · 2023 · 87 citations · Full text

Computing, Computer Science, Algorithms +14

Longitudinal Assessment of Multiple Sclerosis Lesion Load With Synthetic Magnetic Resonance Imaging—A Multicenter Validation Study

Sarah Schlaeger, Hongwei Li, Thomas Baum et al. · Investigative Radiology · 2022 · 17 citations

Medicine, Neurology, Radiology +15

Faster and Better: How Anomaly Detection Can Accelerate and Improve Reporting of Head Computed Tomography

Tom Finck, Julia Moosbauer, Monika Probst et al. · Diagnostics · 2022 · 13 citations · Full text

Medicine, Pathology, Radiology +17

Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview

Florian Karl, Tobias Pielok, Julia Moosbauer et al. · arXiv (Cornell University) · 2022 · 12 citations · Full text

Computing, Computer Science, Algorithms +16

Explaining Hyperparameter Optimization via Partial Dependence Plots

Julia Moosbauer, Julia Herbinger, Giuseppe Casalicchio et al. · arXiv (Cornell University) · 2021 · 10 citations · Full text

Computing, Computer Science, Machine Learning +16