3 papers
cs.LG2024
The Missing Link: Allocation Performance in Causal Machine Learning
Unai Fischer-Abaigar, Christoph Kern, Frauke Kreuter
Automated decision-making (ADM) systems are being deployed across a diverse range of critical problem areas such as social welfare and healthcare. Recent work highlights the import…
stat.ML2024
Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production
Patrick Oliver Schenk, Christoph Kern
National Statistical Organizations (NSOs) increasingly draw on Machine Learning (ML) to improve the timeliness and cost-effectiveness of their products. When introducing ML solutio…
cs.CC2023
Network Navigation with Online Delays is PSPACE-complete
Thomas Depian, Christoph Kern, Sebastian Röder +2
In public transport networks disruptions may occur and lead to travel delays. It is thus interesting to determine whether a traveler can be resilient to delays that occur unexpecte…