A Robust Sparse Nonnegative Matrix Factorization with Low Rank representation for clustering.
Xue LiXinxin LiuYiwei LiShuo ZhangPublished in: ICMLCA (2023)
Keyphrases
- low rank representation
- nonnegative matrix factorization
- spectral clustering
- low rank
- affinity matrix
- matrix factorization
- sparsity constraints
- nonnegative matrix
- negative matrix factorization
- clustering method
- least squares
- k means
- missing data
- data representation
- data clustering
- document clustering
- collaborative filtering
- clustering algorithm
- pairwise
- high dimensional data
- linear combination
- recommender systems
- semi supervised
- linear subspace
- singular value decomposition
- original data
- image classification
- principal component analysis
- objective function
- feature selection
- high order
- image segmentation
- eigendecomposition
- normalized cut
- optical flow
- subspace clustering
- probabilistic model