Detecting Bias in Black-Box Models Using Transparent Model Distillation.
Sarah TanRich CaruanaGiles HookerYin LouPublished in: CoRR (2017)
Keyphrases
- black box
- probabilistic model
- metamodel
- modeling framework
- computational model
- statistical model
- experimental data
- statistical models
- hybrid model
- mathematical model
- neural network model
- black boxes
- parametric models
- autoregressive
- classification models
- bayesian framework
- simulation model
- prediction model
- test data
- test set
- linear model
- parameter estimation
- multi agent systems
- database systems
- predictive model
- learning algorithm
- learned models
- multiple models
- accurate models
- neural network