Local Model Explanations and Uncertainty Without Model Access.
Surin AhnJustin GranaYafet TameneKristian HolsheimerPublished in: CoRR (2023)
Keyphrases
- probabilistic model
- computational model
- theoretical analysis
- formal model
- experimental data
- mathematical model
- data sets
- object model
- sensitivity analysis
- conceptual model
- parameter estimation
- markov chain
- prior knowledge
- cost function
- machine learning
- explanatory power
- decision theoretic
- linear model
- database
- parameter values
- prediction model
- neural network model
- genetic algorithm
- decision making
- e learning
- statistical model
- image segmentation
- face recognition
- reinforcement learning