Algorithm-Agnostic Interpretations for Clustering.
Christian A. ScholbeckHenri FunkGiuseppe CasalicchioPublished in: CoRR (2022)
Keyphrases
- k means
- learning algorithm
- detection algorithm
- clustering algorithm
- computational complexity
- times faster
- clustering method
- dynamic programming
- high accuracy
- improved algorithm
- data clustering
- synthetic datasets
- computationally efficient
- probabilistic model
- np hard
- cost function
- expectation maximization
- particle swarm optimization
- cluster centers
- tree structure
- distance metric
- multi objective
- hierarchical clustering
- recognition algorithm
- hierarchical clustering algorithm
- neural network
- categorical data
- density based clustering
- convergence rate
- matching algorithm
- optimization algorithm
- theoretical analysis
- preprocessing