Distributed k-means and k-median clustering on general communication topologies.
Maria-Florina BalcanSteven EhrlichYingyu LiangPublished in: NIPS (2013)
Keyphrases
- k means
- clustering algorithm
- clustering method
- communication overhead
- spectral clustering
- data clustering
- hierarchical clustering
- distributed systems
- cluster analysis
- unsupervised clustering
- special case
- self organizing maps
- clustering quality
- rough k means
- spatially distributed
- communication cost
- distributed control
- clustering framework
- multi party
- cooperative
- text clustering
- expectation maximization
- kohonen self organizing maps
- center based clustering
- communication systems
- fuzzy c means
- computer networks
- document clustering
- wireless sensor networks
- multi agent