Group Fair Clustering Revisited - Notions and Efficient Algorithm.
Shivam GuptaGanesh GhalmeNarayanan C. KrishnanShweta JainPublished in: AAMAS (2023)
Keyphrases
- k means
- clustering method
- single pass
- computationally efficient
- expectation maximization
- computational cost
- learning algorithm
- optimization algorithm
- high accuracy
- cost function
- data clustering
- clustering algorithm
- matching algorithm
- theoretical analysis
- input data
- significant improvement
- computational complexity
- dynamic programming
- preprocessing
- times faster
- cluster analysis
- objective function
- document clustering
- optimal solution
- hierarchical clustering
- probabilistic model
- np hard
- recognition algorithm
- subspace clustering
- convergence rate
- similarity function
- synthetic and real datasets
- tree structure
- detection algorithm
- segmentation algorithm
- particle swarm optimization
- worst case
- evolutionary algorithm
- search space
- data streams
- video sequences
- similarity measure