A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization.
Sulaiman A. AlghunaimKun YuanAli H. SayedPublished in: NeurIPS (2019)
Keyphrases
- optimization algorithm
- learning algorithm
- preprocessing
- np hard
- detection algorithm
- matching algorithm
- optimization method
- worst case
- computational cost
- experimental evaluation
- improved algorithm
- high accuracy
- dynamic programming
- cost function
- probabilistic model
- computational complexity
- search space
- optimal solution
- convergence rate
- combinatorial optimization
- multi agent
- expectation maximization
- theoretical analysis
- tree structure
- evolution strategy
- global optimization
- stochastic gradient
- energy function
- segmentation algorithm
- computationally efficient
- particle swarm optimization
- distributed systems
- multi objective
- k means
- objective function
- similarity measure
- image segmentation