Walk-and-Relate: A Random-Walk-based Algorithm for Representation Learning on Sparse Knowledge Graphs.
Saurav ManchandaPublished in: CoRR (2022)
Keyphrases
- random walk
- learning algorithm
- hyper graph
- multi db
- transition probability matrix
- dynamic programming
- random walker
- spectral methods
- search space
- high dimensional
- k means
- probabilistic model
- flow graph
- pagerank algorithm
- undirected graph
- link prediction
- machine learning
- social networks
- similarity measure
- minimum spanning tree
- graph structure
- optimal solution
- reinforcement learning
- data points
- pairwise
- search algorithm