Adaptive parameter estimation using interior point optimization techniques: convergence analysis.
Kaywan H. AfkhamieZhi-Quan LuoPublished in: ICASSP (1999)
Keyphrases
- parameter estimation
- convergence analysis
- interior point
- maximum likelihood
- linear programming
- interior point methods
- markov random field
- model selection
- least squares
- global convergence
- em algorithm
- primal dual
- semidefinite programming
- convex optimization
- linear program
- nonnegative matrix factorization
- convergence rate
- expectation maximization
- optimization methods
- optimality conditions
- optimization problems
- approximation methods
- linear programming problems
- quadratic programming
- genetic algorithm
- bayesian networks
- similarity measure