Context tree estimation for not necessarily finite memory processes, via BIC and MDL.
Imre CsiszárZsolt TalataPublished in: ISIT (2005)
Keyphrases
- model selection
- contextual information
- tree structure
- penalized likelihood
- estimation algorithm
- maximum likelihood
- context aware
- parameter estimation
- cross validation
- context sensitive
- data structure
- binary tree
- memory requirements
- memory space
- accurate estimation
- machine learning
- cognitive functions
- minimum description length
- selection criterion
- memory usage
- database systems
- estimation error
- neural network
- process model
- index structure
- graphical models