Convergence of the D-iteration algorithm: convergence rate and asynchronous distributed scheme
Dohy HongFabien MathieuGérard BurnsidePublished in: CoRR (2013)
Keyphrases
- convergence rate
- stopping criterion
- global convergence
- convergence speed
- step size
- line search
- numerical stability
- learning rate
- faster convergence
- iterative algorithms
- conjugate gradient
- variable step size
- number of iterations required
- k means
- gradient method
- linear programming
- primal dual
- learning algorithm
- dynamic programming
- objective function
- cost function
- convergence analysis
- premature convergence
- competitive ratio
- optimal solution
- clustering algorithm