Christoph Kern
Universität Mannheim
H-index: 10
Europe-Germany
Top articles of Christoph Kern
Detecting Differential Item Functioning in Multidimensional Graded Response Models With Recursive Partitioning
Applied Psychological Measurement
2024/3/13
Christoph Kern
H-Index: 5
Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production
arXiv preprint arXiv:2402.09328
2024/2/14
Christoph Kern
H-Index: 5
The sound of respondents: predicting respondents’ level of interest in questions with voice data in smartphone surveys
Quality & Quantity
2023/11/28
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance
arXiv preprint arXiv:2311.14212
2023/11/23
Bridging the Gap: Towards an Expanded Toolkit for ML-Supported Decision-Making in the Public Sector
arXiv preprint arXiv:2310.19091
2023/10/29
Christoph Kern
H-Index: 5
Frauke Kreuter
H-Index: 32
Population mental health in Burma after 2021 military coup: online non-probability survey
BJPsych open
2023/9
Christoph Kern
H-Index: 5
Everything, Everywhere All in One Evaluation: Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness
arXiv preprint arXiv:2308.16681
2023/8/31
Florian Pfisterer
H-Index: 0
Christoph Kern
H-Index: 5
Predicting nonresponse in future waves of a probability-based mixed-mode panel with machine learning
Journal of Survey Statistics and Methodology
2023/2/1
Christoph Kern
H-Index: 5
The impact of modeling decisions in statistical profiling
Data & Policy
2023/1
Christoph Kern
H-Index: 5
Frauke Kreuter
H-Index: 32
Ethnic Classifications in Algorithmic Decision-Making Processes
2023
Christoph Kern
H-Index: 5
Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness
2023
Florian Pfisterer
H-Index: 0
Christoph Kern
H-Index: 5
Automatisierte Entscheidungen: Aspekte von Fairness, Datenqualität und Privacy
Denkanstöße
2023
Frauke Kreuter
H-Index: 32
Christoph Kern
H-Index: 5
Understanding political news media consumption with digital trace data and natural language processing
Journal of the Royal Statistical Society Series A: Statistics in Society
2022/12
Christoph Kern
H-Index: 5
Uncertainty-aware predictive modeling for fair data-driven decisions
NeurIPS 2022 Workshop on Trustworthy and Socially Responsible Machine Learning (TSRML)
2022/11/4
Christoph Kern
H-Index: 5
David Rügamer
H-Index: 7
Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making
Patterns
2022/10/14
Universal adaptability: Target-independent inference that competes with propensity scoring
Proceedings of the National Academy of Sciences
2022/1/25
Bottom-up economic forecasting of regional unemployment in Germany
2022
Christoph Kern
H-Index: 5
Prakhar Rathi
H-Index: 0
From fair predictions to just decisions? Conceptualizing algorithmic fairness and distributive justice in the context of automated decision-making
Frontiers in sociology
2022/10/10
Christoph Kern
H-Index: 5
Frauke Kreuter
H-Index: 32
A preregistered vignette experiment on determinants of health data sharing behavior: Willingness to donate sensor data, medical records, and biomarkers
Politics and the Life Sciences
2022
Social impacts of algorithmic decision-making: A research agenda for the social sciences
2022/1
Christoph Kern
H-Index: 5
Frauke Kreuter
H-Index: 32
Co-Authors
