Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation Using Structurally Regularized Deep Clustering.
Hui TangXiatian ZhuKe ChenKui JiaC. L. Philip ChenPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2022)
Keyphrases
- data structure
- clustering method
- clustering algorithm
- multidimensional data
- cluster analysis
- k means
- least squares
- information theoretic
- categorical data
- hierarchical clustering
- self organizing maps
- data clustering
- data objects
- spectral clustering
- probabilistic model
- dissimilarity measure
- geometric structure
- pairwise
- objective function