Measuring Model Biases in the Absence of Ground Truth.
Osman AkaKen BurkeAlex BäuerleChristina GreerMargaret MitchellPublished in: AIES (2021)
Keyphrases
- ground truth
- probability distribution
- prediction model
- probabilistic model
- parameter estimation
- input data
- bayesian framework
- sensitivity analysis
- theoretical framework
- computational model
- theoretical analysis
- data sets
- objective function
- evolutionary algorithm
- network structure
- similarity measure
- website
- formal model
- learning algorithm