Multiple task transfer learning with small sample sizes.
Budhaditya SahaSunil GuptaDinh Q. PhungSvetha VenkateshPublished in: Knowl. Inf. Syst. (2016)
Keyphrases
- prior knowledge
- transfer learning
- sample size
- labeled data
- structure learning
- knowledge transfer
- learning tasks
- small sample
- semi supervised learning
- cross domain learning
- cross domain
- random sample
- training data
- multi task
- reinforcement learning
- random sampling
- semi supervised
- model selection
- transfer knowledge
- confidence intervals
- domain adaptation
- machine learning
- upper bound
- active learning
- learning algorithm
- manifold alignment
- text categorization
- text classification
- text mining
- natural language processing
- multi task learning
- training set
- bayesian networks
- neural network