Nonparametric Identification in the Dynamic Stochastic Block Model. - Ann-Kristin Becker; Hajo Holzmann (IEEE Trans. Inf. Theory, 2019)

From heterogeneous healthcare data to disease-specific biomarker networks: A hierarchical Bayesian network approach. - Ann-Kristin Becker; Marcus Dörr; Stephan B. Felix; Fabian Frost; Hans Jörgen Grabe; Markus M. Lerch; Matthias Nauck; Uwe Völker; Henry Völzke; Lars Kaderali (PLoS Comput. Biol., 2021)

Discovering Latent Structure in High-Dimensional Healthcare Data: Toward Improved Interpretability. - Ann-Kristin Becker (2022)

Interpretable Distribution-Invariant Fairness Measures for Continuous Scores. - Ann-Kristin Becker; Oana Dumitrasc; Klaus Broelemann (CoRR, 2023)

Standardized Interpretable Fairness Measures for Continuous Risk Scores. - Ann-Kristin Becker; Oana Dumitrasc; Klaus Broelemann (ICML, 2024)