Non-convex tensorial multi-view clustering by integrating ℓ1-based sliced-Laplacian regularization and ℓ2,p-sparsity.
De-Yan XieMing YangQuanxue GaoWei SongPublished in: Pattern Recognit. (2024)
Keyphrases
- multi view clustering
- mixed norm
- convex loss functions
- multi view
- squared loss
- sparsity inducing
- risk minimization
- loss function
- sparse approximation
- graph laplacian
- convex optimization
- convex relaxation
- tensor factorization
- sparse representation
- sparse coding
- regularization parameter
- high dimensional
- tikhonov regularization
- group lasso
- probabilistic model
- natural images
- convex optimization problems
- clustering method
- structured sparsity
- kernel machines
- edge detection
- image segmentation
- low level
- convex sets
- pairwise