On the Convergence of Bound Optimization Algorithms
Ruslan SalakhutdinovSam T. RoweisZoubin GhahramaniPublished in: CoRR (2012)
Keyphrases
- optimization problems
- learning algorithm
- global convergence
- orders of magnitude
- optimization algorithm
- worst case
- optimization approaches
- error bounds
- times faster
- genetic algorithm
- constrained optimization
- global optimization
- query processing
- upper bound
- computational cost
- combinatorial optimization
- significant improvement
- optimization methods
- optimization process
- computational complexity
- evolution strategy
- iterative algorithms
- faster convergence
- data structure
- discrete optimization
- data sets
- efficient optimization