Neighborhood Random Walk Graph Sampling for Regularized Bayesian Graph Convolutional Neural Networks.
Aneesh KomanduriJustin ZhanPublished in: ICMLA (2021)
Keyphrases
- random walk
- directed graph
- markov chain
- flow graph
- graph laplacian
- transition probability matrix
- transition probabilities
- convolutional neural networks
- web graph
- graph structure
- link prediction
- spectral methods
- neighborhood graph
- hyper graph
- average degree
- posterior distribution
- bayesian networks
- weighted graph
- proximity measures
- random walker
- np hard