Approximating Score-based Explanation Techniques Using Conformal Regression.
Amr AlkhatibHenrik BoströmSofiane EnnadirUlf JohanssonPublished in: COPA (2023)
Keyphrases
- regression model
- regression analysis
- regression problems
- regression algorithm
- locally weighted
- linear regression
- model selection
- score function
- regression function
- simple linear
- gaussian processes
- support vector regression
- counter intuitive
- support vector
- kernel ridge regression
- generating explanations
- polynomial regression
- aggregating algorithm
- higher dimensional
- scoring functions
- regression methods
- database
- least squares
- computer vision
- machine learning
- data mining
- real time