Sketching and Clustering Metric Measure Spaces.
Facundo MémoliAnastasios SidiropoulosKritika SinghalPublished in: CoRR (2018)
Keyphrases
- dissimilarity measure
- distance measure
- distance metric
- clustering method
- intra cluster
- clustering algorithm
- information theoretic measures
- information content
- similarity measure
- k means
- quality metrics
- data clustering
- document clustering
- metric space
- unsupervised learning
- mutual information
- spectral clustering
- self organizing maps
- fuzzy clustering
- categorical data
- confidence measure
- neural network
- riemannian manifolds
- nearest neighbor searching
- normalized mutual information
- proximity measures
- data mining tasks
- quality measures
- hierarchical clustering
- cluster analysis
- distance function
- data points