An Empirical Study on Clustering Pretrained Embeddings: Is Deep Strictly Better?
Tyler R. ScottTing LiuMichael C. MozerAndrew C. GallagherPublished in: CoRR (2022)
Keyphrases
- clustering method
- clustering algorithm
- hierarchical clustering
- vector space
- graph theoretic
- genetic algorithm
- data clustering
- low dimensional
- high dimensional data
- deep learning
- categorical data
- cluster analysis
- self organizing maps
- unsupervised learning
- social networks
- outlier detection
- distance metric
- k means
- pattern recognition
- knowledge base
- fuzzy clustering
- artificial intelligence
- synthetic datasets
- data mining
- real world