Statistical Mechanics of Semi-Supervised Clustering in Sparse Graphs (Abstract).
Greg Ver SteegAram GalstyanArmen E. AllahverdyanPublished in: UAI (2011)
Keyphrases
- statistical mechanics
- semi supervised clustering
- semi supervised
- information theory
- unsupervised clustering
- metric learning
- background knowledge
- pairwise constraints
- semi supervised learning
- semi supervised classification
- k means
- labeled data
- nonnegative matrix factorization
- high dimensional
- machine learning
- information theoretic
- sparse representation
- cross validation
- graph clustering
- information extraction
- pairwise
- support vector
- neural network