Variance reduced stochastic optimization over directed graphs with row and column stochastic weights.
Muhammad I. QureshiRan XinSoummya KarUsman A. KhanPublished in: CoRR (2022)
Keyphrases
- stochastic optimization
- directed graph
- multistage
- rows and columns
- edge weights
- binary matrix
- binary matrices
- random walk
- linear combination
- data matrix
- artificial intelligence
- graph structure
- directed acyclic graph
- undirected graph
- graph structures
- maximum flow
- machine learning
- disjoint paths
- sufficient conditions
- linear programming
- probability distribution
- special case
- learning algorithm