KFC: A Scalable Approximation Algorithm for k-center Fair Clustering.
Elfarouk HarbHo Shan LamPublished in: CoRR (2020)
Keyphrases
- k means
- single pass
- clustering method
- error bounds
- data clustering
- cost function
- dynamic programming
- objective function
- detection algorithm
- learning algorithm
- recognition algorithm
- hierarchical clustering
- data sets
- computational complexity
- preprocessing
- computational cost
- high accuracy
- categorical data
- clustering algorithm
- self organizing maps
- clustering analysis
- synthetic datasets
- search space
- closed form
- significant improvement
- np hard
- segmentation algorithm
- theoretical analysis
- expectation maximization
- particle swarm optimization
- data points
- probabilistic model