Parameter Estimation in a Stochastic System Model for PageRank.
Cody E. CliftonBozenna Pasik-DuncanPublished in: SIAM Conf. on Control and its Applications (2015)
Keyphrases
- parameter estimation
- em algorithm
- markov random field
- statistical models
- random fields
- maximum likelihood estimation
- parameter values
- maximum likelihood
- expectation maximization
- least squares
- model selection
- probabilistic model
- model fitting
- machine learning
- parameter estimates
- parameter estimation algorithm
- mrf model
- linear models
- non stationary
- approximate inference
- posterior probability
- bayesian framework
- probability distribution
- hidden markov models
- high dimensional