The Definitions of Interpretability and Learning of Interpretable Models.
Weishen PanChangshui ZhangPublished in: CoRR (2021)
Keyphrases
- learning systems
- learning tasks
- learning algorithm
- learning models
- prior knowledge
- accurate models
- parameter estimation
- learned models
- statistical models
- neural network
- unsupervised learning
- machine learning algorithms
- model selection
- knowledge acquisition
- social networks
- computational models
- artificial intelligence
- hidden variables
- bayesian methods
- machine learning
- data mining