Supervised learning of a generative model for edge-weighted graphs.
Andrea TorselloDavid L. DowePublished in: ICPR (2008)
Keyphrases
- generative model
- weighted graph
- supervised learning
- semi supervised
- probabilistic model
- shortest path
- bayesian framework
- unsupervised learning
- graph structure
- prior knowledge
- semi supervised learning
- learning tasks
- active learning
- edge weights
- training data
- em algorithm
- latent dirichlet allocation
- training set
- learning algorithm
- spanning tree
- discrete data
- regularization framework
- data objects
- machine learning
- labeled data
- data sets
- class labels
- reinforcement learning
- image reconstruction
- topic models
- training examples
- graphical models
- pairwise
- computer vision
- graph connectivity
- generative and discriminative models