Learning linear cyclic causal models with latent variables.
Antti HyttinenFrederick EberhardtPatrik O. HoyerPublished in: J. Mach. Learn. Res. (2012)
Keyphrases
- latent variables
- latent variable models
- causal models
- learning process
- prior knowledge
- structured output
- learning problems
- hidden variables
- structural equation models
- learning algorithm
- structural svms
- causal discovery
- structured prediction
- random variables
- posterior distribution
- learning tasks
- causal relationships
- structural model
- probability distribution
- probabilistic model
- hidden markov models
- conditionally independent
- training data
- information retrieval