Subsampling-based HMC parameter estimation with application to large datasets classification.
Stéphane DerrodeLamia BenyoussefWojciech PieczynskiPublished in: Signal Image Video Process. (2014)
Keyphrases
- parameter estimation
- model selection
- maximum likelihood
- least squares
- parameter estimation algorithm
- em algorithm
- statistical models
- expectation maximization
- feature vectors
- random fields
- maximum likelihood estimation
- three dimensional
- machine learning
- posterior distribution
- parameters estimation
- markov random field
- support vector machine
- benchmark datasets
- parameter values
- model fitting
- approximate inference
- data mining