A non-parametric Bayesian prior for causal inference of auditory streaming.
Tim YatesNathanael LarigaldieUlrik R. BeierholmPublished in: CogSci (2017)
Keyphrases
- causal inference
- additive noise
- causal models
- data streams
- abductive reasoning
- discrete data
- prior knowledge
- rare events
- nonmonotonic reasoning
- bayesian networks
- noisy images
- bayesian inference
- maximum entropy
- maximum likelihood
- inference rules
- posterior distribution
- temporal reasoning
- spatial domain
- decision theory
- hidden markov models
- observational data
- image processing