An Asynchronous Distributed ADMM Algorithm and Efficient Communication Model.
Ling FangYongmei LeiPublished in: DASC/PiCom/DataCom/CyberSciTech (2016)
Keyphrases
- mathematical model
- cost function
- probabilistic model
- algorithm employs
- recognition algorithm
- objective function
- selection algorithm
- input data
- theoretical analysis
- estimation algorithm
- dynamic programming
- detection algorithm
- parameter estimation
- optimization model
- computationally efficient
- learning algorithm
- single pass
- final result
- similarity measure
- energy function
- worst case
- classification algorithm
- np hard
- distributed systems
- optimal solution
- preprocessing
- matching algorithm
- optimization algorithm
- optimization method
- network structure
- communication cost
- markov random field
- neural network
- pruning strategy
- expectation maximization