Fair Coresets and Streaming Algorithms for Fair k-means.
Melanie SchmidtChris SchwiegelshohnChristian SohlerPublished in: WAOA (2019)
Keyphrases
- k means
- times faster
- orders of magnitude
- learning algorithm
- data clustering
- search algorithm
- optimization problems
- real time
- evolutionary algorithm
- computational efficiency
- theoretical analysis
- combinatorial optimization
- significant improvement
- graph theory
- computer vision
- binary trees
- computational cost
- spectral clustering
- video streaming
- benchmark datasets
- computationally efficient
- multi objective
- computational complexity
- data streams
- clustering algorithm
- data mining
- neural network