A new transfer learning framework with application to model-agnostic multi-task learning.
Sunil GuptaSantu RanaBudhaditya SahaDinh Q. PhungSvetha VenkateshPublished in: Knowl. Inf. Syst. (2016)
Keyphrases
- transfer learning
- multi task learning
- multi task
- learning tasks
- probabilistic model
- gaussian processes
- feature selection
- prior knowledge
- cross domain
- theoretical analysis
- machine learning
- similarity measure
- dirichlet process
- text categorization
- learning models
- multiple tasks
- multi view learning
- multitask learning
- data sets
- high order
- labeled data
- generative model
- reinforcement learning
- data mining