Transfer Learning for Estimating Causal Effects using Neural Networks.
Sören R. KünzelBradly C. StadieNikita VemuriVarsha RamakrishnanJasjeet S. SekhonPieter AbbeelPublished in: CoRR (2018)
Keyphrases
- transfer learning
- causal effects
- neural network
- causal relations
- learning tasks
- knowledge transfer
- labeled data
- cross domain
- reinforcement learning
- transfer knowledge
- collaborative filtering
- linear models
- active learning
- machine learning
- learning algorithm
- observational data
- causal relationships
- multi task
- machine learning algorithms
- text categorization
- semi supervised learning
- text mining
- databases
- target domain
- text classification
- semi supervised
- prior knowledge
- data mining
- experimental data
- maximum likelihood