NICE: An Algorithm for Nearest Instance Counterfactual Explanations.
Dieter BrughmansDavid MartensPublished in: CoRR (2021)
Keyphrases
- experimental evaluation
- detection algorithm
- times faster
- learning algorithm
- cost function
- computational cost
- improved algorithm
- preprocessing
- image segmentation
- worst case
- classification algorithm
- segmentation algorithm
- optimization algorithm
- simulated annealing
- dynamic programming
- significant improvement
- k means
- computational complexity
- recognition algorithm
- estimation algorithm
- tree structure
- clustering method
- support vector machine
- expectation maximization
- particle swarm optimization
- input data
- np hard
- multi objective
- optimal solution
- objective function
- similarity measure
- clustering algorithm