The Out-of-Distribution Problem in Explainability and Search Methods for Feature Importance Explanations.
Peter HaseHarry XieMohit BansalPublished in: NeurIPS (2021)
Keyphrases
- search methods
- feature importance
- search algorithm
- metaheuristic
- search strategies
- exhaustive search
- unconstrained optimization
- random forest
- systematic search
- nearest neighbor search
- information retrieval
- similarity measure
- heuristic search algorithms
- neural network
- relevance feedback
- feature selection
- supervised learning
- heuristic functions
- search space
- training set
- face recognition