Pointwise Sliced Mutual Information for Neural Network Explainability.
Shelvia WongsoRohan GhoshMehul MotaniPublished in: ISIT (2023)
Keyphrases
- pointwise
- mutual information
- neural network
- weighted sum
- information theoretic
- image registration
- similarity measure
- artificial neural networks
- feature selection
- nonparametric regression
- back propagation
- polynomial approximation
- information gain
- confidence intervals
- graphical models
- roc curve
- error rate
- small number
- image processing
- learning algorithm
- information retrieval
- machine learning