Perturbation Sensitivity Analysis to Detect Unintended Model Biases.
Vinodkumar PrabhakaranBen HutchinsonMargaret MitchellPublished in: CoRR (2019)
Keyphrases
- sensitivity analysis
- cost function
- probabilistic model
- objective function
- formal model
- social networks
- variational inequalities
- neural network
- influence diagrams
- neural network model
- statistical model
- petri net
- theoretical framework
- computational model
- theoretical analysis
- anomaly detection
- probability distribution
- special case