Solving a parameter estimation problem in a three-dimensional conical tube on a parallel and distributed software infrastructure.
H. Martin BückerOliver FortmeierMonika PeteraPublished in: J. Comput. Sci. (2011)
Keyphrases
- parameter estimation
- three dimensional
- configuration management
- maximum likelihood
- computing platform
- statistical models
- model selection
- em algorithm
- parameter estimation algorithm
- computing environments
- computing infrastructure
- least squares
- heterogeneous systems
- expectation maximization
- markov random field
- maximum likelihood estimation
- approximate inference
- random fields
- parallel computing
- parameter values
- distributed systems
- commodity hardware
- model fitting
- gibbs sampling
- parameters estimation
- structure learning
- machine learning
- higher order
- posterior distribution
- generative model