Accelerating graph sampling for graph machine learning using GPUs.
Abhinav JangdaSandeep PolisettyArjun GuhaMarco SerafiniPublished in: EuroSys (2021)
Keyphrases
- machine learning
- graph representation
- graph model
- graph theory
- graph theoretic
- structured data
- graph based algorithm
- weighted graph
- graph structure
- bipartite graph
- directed graph
- connected components
- computer vision
- data mining
- graph matching
- adjacency matrix
- artificial intelligence
- undirected graph
- graph databases
- supervised learning
- random walk
- graph partitioning
- probabilistic model
- graph mining
- edge weights
- graph clustering
- graph structures
- dependency graph