VOICE: Variance of Induced Contrastive Explanations to quantify Uncertainty in Neural Network Interpretability.
Mohit PrabhushankarGhassan AlRegibPublished in: CoRR (2024)
Keyphrases
- neural network
- pattern recognition
- back propagation
- artificial neural networks
- feed forward
- neural network is trained
- inherent uncertainty
- decision theory
- network architecture
- training algorithm
- multi layer
- prediction error
- auto associative
- bp neural network
- uncertain data
- fault diagnosis
- machine learning
- data sets
- associative memory
- rule base
- feedforward neural networks
- uncertain information
- text to speech
- prediction accuracy
- generating explanations
- image reconstruction from projections