MetaCI: Meta-Learning for Causal Inference in a Heterogeneous Population.
Ankit SharmaGarima GuptaRanjitha PrasadArnab ChatterjeeLovekesh VigGautam ShroffPublished in: CoRR (2019)
Keyphrases
- meta learning
- causal inference
- learning tasks
- additive noise
- inductive learning
- model selection
- causal models
- abductive reasoning
- decision trees
- machine learning algorithms
- nonmonotonic reasoning
- discrete data
- rare events
- data mining
- machine learning
- feature selection
- metamodel
- real world
- transfer learning
- noisy images
- first order logic
- learning experience
- maximum likelihood
- knowledge representation
- bayesian networks
- learning algorithm