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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
Published in:
FAccT (2024)
Keyphrases
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probabilistic model
mathematical model
parameter estimation
computational model
objective function
neural network
high level
probability distribution
software development
database management systems
software systems
experimental data
formal model
design decisions