Convergence of Expectation-Maximization Algorithm With Mixed-Integer Optimization.
Geethu JosephPublished in: IEEE Signal Process. Lett. (2024)
Keyphrases
- expectation maximization
- mixed integer
- optimization algorithm
- optimal solution
- em algorithm
- k means
- objective function
- np hard
- global optimization problems
- combinatorial optimization
- computational complexity
- dynamic programming
- convex hull
- linear program
- linear programming
- learning algorithm
- quadratic program
- maximum likelihood estimation
- knapsack problem
- continuous relaxation
- utility function
- mathematical model
- optimal policy
- parameter estimation
- data points
- image segmentation