Accurate Recasting of Parameter Estimation Algorithms Using Sufficient Statistics for Efficient Parallel Speed-Up: Demonstrated for Center-Based Data Clustering Algorithms.
Bin ZhangMeichun HsuGeorge FormanPublished in: PKDD (2000)
Keyphrases
- em algorithm
- parameter estimation
- expectation maximization
- incomplete data
- sufficient statistics
- maximum likelihood
- parameter estimates
- data sets
- experimental data
- decision trees
- estimation problems
- data points
- probabilistic model
- prior knowledge
- least squares
- probability distribution
- optical flow
- training data
- parameter estimation algorithm