Fast ADMM Algorithm for Distributed Optimization with Adaptive Penalty.
Changkyu SongSejong YoonVladimir PavlovicPublished in: AAAI (2016)
Keyphrases
- optimization algorithm
- dynamic programming
- computational complexity
- computational cost
- learning algorithm
- optimization process
- convergence rate
- distributed environment
- optimal solution
- optimization model
- detection algorithm
- segmentation algorithm
- worst case
- cost function
- search space
- expectation maximization
- probabilistic model
- optimization method
- global optimization
- significant improvement
- globally optimal
- preprocessing
- singular values
- global convergence
- stochastic gradient