Inferring Networks From Random Walk-Based Node Similarities.
Jeremy G. HoskinsCameron MuscoChristopher MuscoBabis TsourakakisPublished in: NeurIPS (2018)
Keyphrases
- random walk
- directed graph
- average degree
- nodes of a graph
- social networks
- link prediction
- markov chain
- multi db
- random walker
- small world networks
- similarity measure
- markov random walk
- transition probability matrix
- proximity measures
- spectral methods
- heterogeneous networks
- transition probabilities
- community detection
- network analysis
- graph structure
- stationary distribution
- hyper graph
- network structure
- state space
- search algorithm