Necessary and sufficient conditions for consistent root reconstruction in Markov models on trees.
Wai-Tong FanSebastien RochPublished in: CoRR (2017)
Keyphrases
- sufficient conditions
- markov models
- markov model
- higher order
- hidden markov models
- tree structure
- maximum entropy
- transition probabilities
- asymptotic stability
- conditional random fields
- hidden state
- lyapunov function
- linear systems
- image reconstruction
- neural network
- efficiently computable
- exponential stability
- graphical models
- statistical model
- markov random field
- information retrieval