A Generative Model with Ensemble Manifold Regularization for Multi-view Clustering.
Shaokai WangYunming YeRaymond Y. K. LauPublished in: ICIC (3) (2015)
Keyphrases
- generative model
- manifold regularization
- multi view clustering
- semi supervised
- multi view
- semi supervised learning
- semi supervised classification
- labeled data
- unlabeled data
- pairwise
- latent dirichlet allocation
- bayesian framework
- active learning
- supervised learning
- pairwise constraints
- unsupervised learning
- dimension reduction
- topic models
- matrix completion
- probabilistic model
- co training
- nonnegative matrix factorization
- learning algorithm
- probabilistic latent semantic analysis
- training data
- low rank
- prior knowledge
- image processing
- data sets
- em algorithm
- computer vision
- information retrieval