Improved Sample Complexity Bounds for Parameter Estimation.
Jun'ichi TakeuchiPublished in: IEICE Trans. Inf. Syst. (1995)
Keyphrases
- parameter estimation
- maximum likelihood
- markov random field
- model selection
- least squares
- em algorithm
- approximate inference
- parameter estimation algorithm
- parameter values
- sample complexity bounds
- expectation maximization
- average case
- sample complexity
- graphical models
- image segmentation
- learning algorithm
- machine learning