A High Performance Implementation of Spectral Clustering on CPU-GPU Platforms.
Yu JinJoseph F. JáJáPublished in: CoRR (2018)
Keyphrases
- spectral clustering
- graphics processing units
- general purpose
- graphics processors
- gpu implementation
- pairwise
- parallel implementation
- clustering method
- parallel processing
- data clustering
- similarity matrix
- parallel computing
- constrained spectral clustering
- k means
- computing systems
- alternative clusterings
- eigendecomposition
- spectral methods
- image segmentation
- compute unified device architecture
- normalized cut
- affinity matrix
- clustering algorithm
- constrained clustering
- data mining
- evolutionary clustering
- graph partitioning
- similarity measure
- active learning
- probabilistic model