Global convergence conditions in maximum likelihood estimation.
Yiqun ZouWilliam Paul HeathPublished in: Int. J. Control (2012)
Keyphrases
- search space
- maximum likelihood estimation
- global convergence
- global optimum
- convergence analysis
- maximum likelihood
- em algorithm
- parameter estimation
- probability distribution
- optimization methods
- convergence speed
- expectation maximization
- density function
- convergence rate
- conjugate gradient
- multivariate gaussian
- convex minimization
- computer vision
- gaussian distribution
- higher order
- particle swarm
- scheduling problem
- pairwise
- image segmentation
- machine learning