Theresa Ullmann

Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges

Bernd Bischl, Martin Binder, Michel Lang et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2023 · 809 citations · Full text

Computing, Computer Science, Algorithms +14

Predicting personality from patterns of behavior collected with smartphones

Clemens Stachl, Quay Au, Ramona Schoedel et al. · Proceedings of the National Academy of Sciences · 2020 · 318 citations · Full text

Social Sciences, Behavioral Sciences, Psychology +15

Validation of cluster analysis results on validation data: A systematic framework

Theresa Ullmann, Christian Hennig, Anne‐Laure Boulesteix · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2021 · 125 citations · Full text

Computing, Computer Science, Data Science +13

Behavioral Patterns in Smartphone Usage Predict Big Five Personality Traits

Clemens Stachl, Quay Au, Ramona Schoedel et al. · 2019 · 50 citations · Full text

Computing, Behavioral Sciences, Psychology +17

Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges

Bernd Bischl, Martin Binder, Michel Lang et al. · arXiv (Cornell University) · 2021 · 49 citations · Full text

Computing, Computer Science, Algorithms +15