MixedGrad: An O(1/T) Convergence Rate Algorithm for Stochastic Smooth Optimization.
Mehrdad MahdaviRong JinPublished in: CoRR (2013)
Keyphrases
- convergence rate
- global convergence
- optimization algorithm
- learning algorithm
- primal dual
- learning rate
- cost function
- faster convergence rate
- convergence speed
- dynamic programming
- line search
- gradient method
- levenberg marquardt
- significant improvement
- combinatorial optimization
- step size
- simulated annealing
- optimal solution
- particle swarm
- faster convergence
- linear programming
- k means
- optimization method
- global optimum
- particle swarm optimization algorithm
- objective function
- differential evolution
- genetic algorithm
- simplex method