A Markov Chain Model of the B-Cell Algorithm.
Edward ClarkAndrew HoneJon TimmisPublished in: ICARIS (2005)
Keyphrases
- markov chain
- markov model
- monte carlo simulation
- monte carlo
- probabilistic model
- transition probabilities
- monte carlo method
- mathematical model
- transition matrix
- parameter estimation
- gibbs sampling
- markov process
- steady state
- em algorithm
- expectation maximization
- stochastic process
- dynamic programming
- finite state
- bayesian framework
- gibbs sampler
- training algorithm
- algo rithm
- prior knowledge
- objective function
- closed form
- probability distribution
- stationary distribution
- optimal solution
- density function
- mathematical models
- bayesian inference
- maximum entropy
- markov models
- statistical model
- state space
- hidden markov models
- learning algorithm