Bayesian Link Prediction with Deep Graph Convolutional Gaussian Processes.
Felix L. OpolkaPietro LiòPublished in: AISTATS (2022)
Keyphrases
- learning process
- gaussian processes
- link prediction
- graph kernels
- random walk
- bipartite graph
- graph mining
- link formation
- bayesian approaches
- gaussian process
- social network analysis
- social networks
- gaussian process regression
- relevance vector machine
- covariance function
- multi task learning
- learning algorithm
- complex networks
- multi task
- hyperparameters
- supervised learning
- network structure
- markov chain
- random sampling
- em algorithm
- dimensionality reduction
- gaussian process models