Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach.
Tri NguyenShahana IbrahimXiao FuPublished in: ICML (2023)
Keyphrases
- pairwise
- spectral clustering
- clustering algorithm
- noisy data
- k means
- hard c means
- clustering method
- similarity function
- high order
- higher order
- incomplete data
- fuzzy clustering
- cluster analysis
- data clustering
- dissimilarity matrix
- hierarchical clustering
- self organizing maps
- unsupervised learning
- categorical data
- regularization parameter
- multi class
- hypergraph partitioning
- loss function
- spatially close
- metadata
- information theoretic
- model selection
- geometric information
- pairwise constraints
- deep learning
- data points