Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness.

Jan Simson Florian Pfisterer Christoph Kern

Published in: HHAI (2023)

Keyphrases

design decisions
high level
computational model
mathematical model
statistical model
prior knowledge
probabilistic model
design issues
databases
artificial intelligence
open source
matrix factorization
empirical data
design science