Regularized Semi-supervised Latent Dirichlet Allocation for Visual Concept Learning.
Liansheng ZhuangLanbo SheJingjing HuangJiebo LuoNenghai YuPublished in: MMM (1) (2011)
Keyphrases
- concept learning
- latent dirichlet allocation
- semi supervised
- topic models
- generative model
- topic modeling
- lda model
- text mining
- probabilistic latent semantic analysis
- variational bayesian inference
- semi supervised learning
- inductive logic programming
- visual features
- gibbs sampling
- labeled data
- probabilistic topic models
- inductive learning
- low level
- high level
- latent topics
- text documents
- least squares
- information extraction
- feature space
- active learning
- knowledge discovery
- em algorithm
- dimensionality reduction
- image classification
- learning algorithm