Online Causal Structure Learning in the Presence of Latent Variables.
Durdane KocacobanJames CussensPublished in: CoRR (2019)
Keyphrases
- latent variables
- causal structure
- latent variable models
- prior knowledge
- learning process
- structured output
- learning algorithm
- hidden variables
- structural svms
- reinforcement learning
- heuristic search
- learning problems
- max margin
- data mining
- random variables
- conditional probabilities
- text mining
- causal relationships
- supervised learning
- observational data
- probabilistic model