Accelerated Distributed Optimization over Directed Graphs with Row and Column-Stochastic Matrices.
Jinhui HuYifan ZhuHuaqing LiZheng WangPublished in: SSCI (2019)
Keyphrases
- directed graph
- data matrix
- rows and columns
- stochastic optimization
- random walk
- binary matrices
- binary matrix
- directed acyclic graph
- matrix factorization
- distributed systems
- stochastic search
- undirected graph
- missing values
- stochastic programming
- strongly connected
- optimization algorithm
- optimization problems
- maximum flow
- global optimization
- cooperative
- disjoint paths
- multi agent
- gene expression data
- distributed environment
- optimization methods
- dynamic programming