On the Convergence of Bound Optimization Algorithms.
Ruslan SalakhutdinovSam T. RoweisZoubin GhahramaniPublished in: UAI (2003)
Keyphrases
- optimization problems
- global convergence
- discrete optimization
- optimization methods
- convergence rate
- convergence analysis
- worst case
- combinatorial optimization
- theoretical justification
- stochastic approximation
- times faster
- computational complexity
- data structure
- learning algorithm
- neural network
- error bounds
- orders of magnitude
- optimization process
- computationally efficient
- computational cost