Interpretability for Neural Networks from the Perspective of Probability Density.
Lu LuTingting PanJunhong ZhaoJie YangPublished in: SSCI (2019)
Keyphrases
- probability density
- neural network
- density estimation
- probability density function
- random variables
- pattern recognition
- gaussian mixture model
- probability distribution
- gaussian mixture
- density function
- maximum likelihood estimation
- parzen window
- numerical integration
- graphical models
- nearest neighbor
- prior knowledge
- machine learning
- data mining