Dirichlet Process with Mixed Random Measures: A Nonparametric Topic Model for Labeled Data.
Dongwoo KimSuin KimAlice H. OhPublished in: ICML (2012)
Keyphrases
- dirichlet process
- labeled data
- latent topics
- topic models
- variational inference
- unlabeled data
- semi supervised
- semi supervised learning
- latent dirichlet allocation
- text classification
- topic modeling
- text documents
- training data
- active learning
- transfer learning
- supervised learning
- bag of words
- class labels
- data points
- generative model
- text mining
- prior knowledge
- probabilistic model
- latent variables
- multi task learning
- co occurrence
- learning algorithm
- posterior distribution
- mixture model
- bayesian inference
- gaussian processes
- gaussian process
- text categorization
- pairwise
- machine learning
- image classification
- reinforcement learning
- decision trees