Fairness in Algorithmic Profiling: A German Case Study

4 August 2021

Papers citing "Fairness in Algorithmic Profiling: A German Case Study"

5 / 5 papers shown

Title
Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production Patrick Oliver Schenk Christoph Kern FaML 31 0 0 14 Feb 2024
One Model Many Scores: Using Multiverse Analysis to Prevent Fairness Hacking and Evaluate the Influence of Model Design Decisions Jan Simson Florian Pfisterer Christoph Kern 27 12 0 31 Aug 2023
Uncertainty-aware predictive modeling for fair data-driven decisions Patrick Kaiser Christoph Kern David Rügamer FaML 32 5 0 04 Nov 2022
Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There? M. Kuppler Christoph Kern Ruben L. Bach Frauke Kreuter FaML 30 19 0 04 May 2021
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,212 0 23 Aug 2019