Relevant subtask learning by constrained mixture models.
Jaakko PeltonenYusuf YaslanSamuel KaskiPublished in: Intell. Data Anal. (2010)
Keyphrases
- mixture model
- gaussian mixture model
- learning algorithm
- model selection
- reinforcement learning
- density estimation
- unsupervised learning
- learning process
- prior knowledge
- probabilistic model
- generative model
- data mining
- dictionary learning
- em algorithm
- maximum likelihood
- learning environment
- similarity measure
- image processing
- computer vision
- data sets
- weakly supervised
- structured prediction
- mixture modeling
- automatic model selection