Multi-task learning for sequential data via iHMMs and the nested Dirichlet process.
Kai NiLawrence CarinDavid B. DunsonPublished in: ICML (2007)
Keyphrases
- sequential data
- multi task learning
- dirichlet process
- hidden markov models
- multi task
- learning tasks
- gaussian processes
- bayesian model
- learning problems
- transfer learning
- high order
- sequential patterns
- theoretical analysis
- learning algorithm
- machine learning
- inductive learning
- mixture model
- machine learning algorithms
- gaussian process
- multi class
- prior knowledge
- reinforcement learning
- image segmentation