Causal learning without DAGs.
David DuvenaudDaniel EatonKevin P. MurphyMark SchmidtPublished in: NIPS Causality: Objectives and Assessment (2010)
Keyphrases
- learning algorithm
- learning tasks
- learning process
- knowledge acquisition
- learning scenarios
- learning problems
- learning systems
- neural network
- directed acyclic graph
- online learning
- prior knowledge
- database
- collaborative learning
- active learning
- mobile learning
- artificial neural networks
- decision trees
- information systems
- incremental learning
- learning scheme
- causal relationships