Interpreting Blackbox Models via Model Extraction.
Osbert BastaniCarolyn KimHamsa BastaniPublished in: CoRR (2017)
Keyphrases
- probabilistic model
- experimental data
- statistical model
- statistical models
- analytical model
- hybrid model
- linear model
- neural network model
- parameter estimation
- computational model
- linear regression
- generic model
- hierarchical model
- complex systems
- least squares
- management system
- formal model
- social networks
- learning models
- high level
- modeling framework
- parametric models
- linear models
- genetic algorithm
- mathematical model
- structural model
- nonlinear models
- stochastic model
- predictive model
- autoregressive
- image sequences
- prior knowledge
- object model
- metamodel
- prediction model
- machine learning
- conceptual model