Do You Trust Your Model Explanations? An Analysis of XAI Performance Under Dataset Shift.
Lorenzo PeracchioGiovanna NicoraTommaso Mario BuonocoreRiccardo BellazziEnea ParimbelliPublished in: AIME (2) (2024)
Keyphrases
- theoretical framework
- learning algorithm
- statistical analysis
- empirical data
- statistical model
- computational model
- theoretical analysis
- database
- probability distribution
- probabilistic model
- objective function
- cost function
- image analysis
- machine learning
- process model
- mathematical model
- neural network
- experimental data
- neural network model
- trust model
- data sets