Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering.
Zhuxi JiangYin ZhengHuachun TanBangsheng TangHanning ZhouPublished in: IJCAI (2017)
Keyphrases
- unsupervised learning
- dirichlet process mixture models
- data driven
- clustering algorithm
- k means
- unsupervised classification
- supervised classification
- unsupervised clustering
- semi supervised
- unsupervised manner
- generative model
- data clustering
- self organizing maps
- agglomerative clustering
- unsupervised feature selection
- clustering method
- deep belief networks
- cluster validation
- deep architectures
- spectral clustering
- deep learning
- multidimensional scaling
- cluster analysis
- semi supervised learning
- supervised learning
- vector space
- information bottleneck
- optical flow
- minimum message length
- image segmentation
- fuzzy clustering
- text classification