Posterior Representations for Bayesian Context Trees: Sampling, Estimation and Convergence.
Ioannis PapageorgiouIoannis KontoyiannisPublished in: CoRR (2022)
Keyphrases
- posterior distribution
- markov chain monte carlo
- posterior probability
- parameter estimation
- estimation algorithm
- bayesian networks
- decision trees
- compact representations
- bayesian estimation
- higher level
- context aware
- bayesian framework
- metropolis hastings algorithm
- metropolis hastings
- sequential monte carlo
- sampling algorithm
- estimation error
- random sampling
- convergence speed
- probability distribution
- probabilistic model