Fast topological clustering with Wasserstein distance.
Tananun SongdechakraiwutBryan M. KrauseMatthew I. BanksKirill V. NourskiBarry D. Van VeenPublished in: ICLR (2022)
Keyphrases
- clustering algorithm
- distance metric
- clustering method
- k means
- dissimilarity measure
- cluster analysis
- distance measure
- data mining
- pointwise
- spectral clustering
- euclidean distance
- unsupervised learning
- distance computation
- data clustering
- hierarchical clustering
- fuzzy clustering
- topological spaces
- topological properties
- clustering analysis
- graph theoretic
- database
- categorical data
- information retrieval
- high dimensional data
- genetic algorithm
- search engine
- information theoretic
- data points
- self organizing maps